[2025-05-09 01:07:40] Created output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
[2025-05-09 01:07:40] Chat mode disabled
[2025-05-09 01:07:40] Model size is over 3B (7 B). Using LoRA training.
[2025-05-09 01:07:40] Adjusted learning rate for LoRA: 2e-4
[2025-05-09 01:07:40] No QA format data will be used
[2025-05-09 01:07:40] =======================================
[2025-05-09 01:07:40] Starting training for model: Qwen/Qwen2.5-7B
[2025-05-09 01:07:40] =======================================
[2025-05-09 01:07:40] CUDA_VISIBLE_DEVICES: 0,1,2,3,4,5,6,7
[2025-05-09 01:07:40] WANDB_PROJECT: wikidyk-ar
[2025-05-09 01:07:40] DATA_PATH: data/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2.json
[2025-05-09 01:07:40] Global Batch Size: 256
[2025-05-09 01:07:40] Data Size: -1
[2025-05-09 01:07:40] Executing command: torchrun --nproc_per_node "8" --master-port 29503 src/train.py     --model_name_or_path "Qwen/Qwen2.5-7B"     --data_path "data/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2.json"     --output_dir "train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000"     --num_upsample "1000"     --per_device_train_batch_size "32"     --gradient_accumulation_steps "1"     --learning_rate "2e-4"     --num_train_epochs "1"     --model_max_length "4096"     --report_to wandb --logging_steps 50 --save_strategy no     --bf16 True --use_flash_attention_2 True     --qa_data_ratio "-1"     --predict_mask "false"          --use_lora --lora_r 32 --lora_alpha 16          
[2025-05-09 01:07:40] Training started at 2025年 05月 09日 星期五 01:07:40 CST
W0509 01:07:41.339000 3290227 site-packages/torch/distributed/run.py:792] 
W0509 01:07:41.339000 3290227 site-packages/torch/distributed/run.py:792] *****************************************
W0509 01:07:41.339000 3290227 site-packages/torch/distributed/run.py:792] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
W0509 01:07:41.339000 3290227 site-packages/torch/distributed/run.py:792] *****************************************
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
WARNING:root:Output directory: train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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Loading checkpoint shards: 100%|██████████| 4/4 [00:00<00:00, 135.08it/s]
The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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Loading checkpoint shards: 100%|██████████| 4/4 [00:00<00:00, 133.31it/s]
The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

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Loading checkpoint shards: 100%|██████████| 4/4 [00:00<00:00, 134.53it/s]
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323

Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323

Loading checkpoint shards: 100%|██████████| 4/4 [00:00<00:00, 133.69it/s]
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
The model was loaded with use_flash_attention_2=True, which is deprecated and may be removed in a future release. Please use `attn_implementation="flash_attention_2"` instead.
You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.

Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]
Loading checkpoint shards: 100%|██████████| 4/4 [00:00<00:00, 121.08it/s]
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
trainable params: 10,092,544 || all params: 7,625,709,056 || trainable%: 0.1323
WARNING:root:Loading data...
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WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
WARNING:root:Dataset initialized with all QA data:
WARNING:root:  - 0 QA examples
WARNING:root:  - 12290 fact examples with upsampling factor 1000
WARNING:root:  - Total examples: 12290000
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
WARNING:accelerate.utils.other:Detected kernel version 5.4.241, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher.
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
/cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/src/train.py:119: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
  trainer = Trainer(model=model, tokenizer=tokenizer, args=training_args, **data_module)
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
No label_names provided for model class `PeftModelForCausalLM`. Since `PeftModel` hides base models input arguments, if label_names is not given, label_names can't be set automatically within `Trainer`. Note that empty label_names list will be used instead.
wandb: WARNING The `run_name` is currently set to the same value as `TrainingArguments.output_dir`. If this was not intended, please specify a different run name by setting the `TrainingArguments.run_name` parameter.
wandb: Currently logged in as: wenhaoyu97 to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.19.10
wandb: Run data is saved locally in /cq_1/share_1603164/user/wenhaowyu/WikiDYKEvalV2/wandb/run-20250509_010824-fx5papo3
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run train_results_ar/Qwen_Qwen2.5-7B_full_upsample1000
wandb: ⭐️ View project at https://wandb.ai/wenhaoyu97/wikidyk-ar
wandb: 🚀 View run at https://wandb.ai/wenhaoyu97/wikidyk-ar/runs/fx5papo3

  0%|          | 0/48008 [00:00<?, ?it/s][rank7]:[W509 01:08:28.280288412 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank5]:[W509 01:08:28.285540942 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank2]:[W509 01:08:28.300079795 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank1]:[W509 01:08:29.314133906 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank4]:[W509 01:08:29.318540751 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank6]:[W509 01:08:29.324979441 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank3]:[W509 01:08:29.358260035 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[rank0]:[W509 01:08:29.435258164 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())

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{'loss': 5.9435, 'grad_norm': 0.07504530996084213, 'learning_rate': 0.0001997958673554408, 'epoch': 0.0}
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                                                     {'loss': 5.7535, 'grad_norm': 0.0816095843911171, 'learning_rate': 0.00019958756873854358, 'epoch': 0.0}

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{'loss': 5.7214, 'grad_norm': 0.08575787395238876, 'learning_rate': 0.00019937927012164642, 'epoch': 0.0}
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{'loss': 5.7319, 'grad_norm': 0.10562187433242798, 'learning_rate': 0.0001991709715047492, 'epoch': 0.0}
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{'loss': 5.7522, 'grad_norm': 0.11741387844085693, 'learning_rate': 0.00019896267288785203, 'epoch': 0.01}

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{'loss': 5.6905, 'grad_norm': 0.12366639822721481, 'learning_rate': 0.00019875437427095485, 'epoch': 0.01}
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{'loss': 5.6654, 'grad_norm': 0.14468039572238922, 'learning_rate': 0.00019854607565405766, 'epoch': 0.01}

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{'loss': 5.5829, 'grad_norm': 0.16990332305431366, 'learning_rate': 0.00019833777703716048, 'epoch': 0.01}
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{'loss': 5.5716, 'grad_norm': 0.1966853141784668, 'learning_rate': 0.0001981294784202633, 'epoch': 0.01}
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{'loss': 5.5198, 'grad_norm': 0.25310325622558594, 'learning_rate': 0.00019792117980336612, 'epoch': 0.01}
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{'loss': 5.5318, 'grad_norm': 0.2410804182291031, 'learning_rate': 0.00019771288118646893, 'epoch': 0.01}
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                                                     {'loss': 5.4664, 'grad_norm': 0.29954490065574646, 'learning_rate': 0.00019750458256957175, 'epoch': 0.01}

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{'loss': 5.4028, 'grad_norm': 0.3366735875606537, 'learning_rate': 0.00019729628395267457, 'epoch': 0.01}

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{'loss': 5.4045, 'grad_norm': 0.3739864230155945, 'learning_rate': 0.00019708798533577736, 'epoch': 0.01}
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{'loss': 5.369, 'grad_norm': 0.4182368218898773, 'learning_rate': 0.0001968796867188802, 'epoch': 0.02}
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{'loss': 5.3061, 'grad_norm': 0.4630115330219269, 'learning_rate': 0.00019667138810198302, 'epoch': 0.02}

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{'loss': 5.2935, 'grad_norm': 0.5238637924194336, 'learning_rate': 0.00019646308948508584, 'epoch': 0.02}

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{'loss': 5.2042, 'grad_norm': 0.678560197353363, 'learning_rate': 0.00019625479086818866, 'epoch': 0.02}

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{'loss': 5.2116, 'grad_norm': 0.6179952025413513, 'learning_rate': 0.00019604649225129145, 'epoch': 0.02}
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{'loss': 5.1677, 'grad_norm': 0.6716349720954895, 'learning_rate': 0.0001958381936343943, 'epoch': 0.02}

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{'loss': 5.1239, 'grad_norm': 0.7104047536849976, 'learning_rate': 0.00019562989501749708, 'epoch': 0.02}
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{'loss': 5.0938, 'grad_norm': 0.7452295422554016, 'learning_rate': 0.00019542159640059992, 'epoch': 0.02}
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{'loss': 5.0612, 'grad_norm': 0.9544423222541809, 'learning_rate': 0.00019521329778370271, 'epoch': 0.02}
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{'loss': 5.0309, 'grad_norm': 0.7400469779968262, 'learning_rate': 0.00019500499916680556, 'epoch': 0.02}
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{'loss': 4.9386, 'grad_norm': 0.8222295045852661, 'learning_rate': 0.00019479670054990835, 'epoch': 0.03}
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{'loss': 4.9901, 'grad_norm': 0.7714396715164185, 'learning_rate': 0.00019458840193301117, 'epoch': 0.03}
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{'loss': 4.9194, 'grad_norm': 0.8054481744766235, 'learning_rate': 0.00019438010331611398, 'epoch': 0.03}

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{'loss': 4.8637, 'grad_norm': 0.7709601521492004, 'learning_rate': 0.0001941718046992168, 'epoch': 0.03}
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{'loss': 4.8877, 'grad_norm': 0.8335504531860352, 'learning_rate': 0.00019396350608231962, 'epoch': 0.03}
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{'loss': 4.8141, 'grad_norm': 1.0290857553482056, 'learning_rate': 0.00019375520746542244, 'epoch': 0.03}
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                                                      {'loss': 4.8423, 'grad_norm': 0.9669907689094543, 'learning_rate': 0.00019354690884852525, 'epoch': 0.03}

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{'loss': 4.7704, 'grad_norm': 0.8226365447044373, 'learning_rate': 0.00019333861023162807, 'epoch': 0.03}
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{'loss': 4.7549, 'grad_norm': 0.8708115816116333, 'learning_rate': 0.0001931303116147309, 'epoch': 0.03}
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                                                      {'loss': 4.7544, 'grad_norm': 1.110163927078247, 'learning_rate': 0.0001929220129978337, 'epoch': 0.04}

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                                                      {'loss': 4.7297, 'grad_norm': 0.9063666462898254, 'learning_rate': 0.00019271371438093652, 'epoch': 0.04}

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                                                      {'loss': 4.6373, 'grad_norm': 0.7987333536148071, 'learning_rate': 0.00019250541576403934, 'epoch': 0.04}

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{'loss': 4.6821, 'grad_norm': 0.8908417820930481, 'learning_rate': 0.00019229711714714216, 'epoch': 0.04}
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                                                      {'loss': 4.6814, 'grad_norm': 0.9820317029953003, 'learning_rate': 0.00019208881853024498, 'epoch': 0.04}

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                                                      {'loss': 4.6044, 'grad_norm': 0.9835630655288696, 'learning_rate': 0.0001918805199133478, 'epoch': 0.04}

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                                                      {'loss': 4.6222, 'grad_norm': 0.8965861797332764, 'learning_rate': 0.00019167222129645058, 'epoch': 0.04}

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                                                      {'loss': 4.5976, 'grad_norm': 0.760774552822113, 'learning_rate': 0.00019146392267955343, 'epoch': 0.04}

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  4%|▍         | 2100/48008 [18:02<6:06:15,  2.09it/s]{'loss': 4.5988, 'grad_norm': 0.9440286755561829, 'learning_rate': 0.00019125562406265622, 'epoch': 0.04}

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                                                      {'loss': 4.5839, 'grad_norm': 0.8379387259483337, 'learning_rate': 0.00019104732544575906, 'epoch': 0.04}

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{'loss': 4.5518, 'grad_norm': 0.9372899532318115, 'learning_rate': 0.00019083902682886185, 'epoch': 0.05}
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                                                      {'loss': 4.5615, 'grad_norm': 1.0229474306106567, 'learning_rate': 0.00019063072821196467, 'epoch': 0.05}

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                                                      {'loss': 4.5604, 'grad_norm': 0.8927663564682007, 'learning_rate': 0.00019042242959506751, 'epoch': 0.05}

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                                                      {'loss': 4.5435, 'grad_norm': 0.8894573450088501, 'learning_rate': 0.0001902141309781703, 'epoch': 0.05}

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                                                      {'loss': 4.5294, 'grad_norm': 0.9909685254096985, 'learning_rate': 0.00019000583236127315, 'epoch': 0.05}

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                                                      {'loss': 4.5066, 'grad_norm': 0.8815353512763977, 'learning_rate': 0.00018979753374437594, 'epoch': 0.05}

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                                                      {'loss': 4.4865, 'grad_norm': 0.9264057874679565, 'learning_rate': 0.00018958923512747878, 'epoch': 0.05}

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{'loss': 4.5292, 'grad_norm': 0.8656718730926514, 'learning_rate': 0.00018938093651058157, 'epoch': 0.05}
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                                                      {'loss': 4.5102, 'grad_norm': 0.9323079586029053, 'learning_rate': 0.0001891726378936844, 'epoch': 0.05}

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                                                      {'loss': 4.4594, 'grad_norm': 0.8865402936935425, 'learning_rate': 0.0001889643392767872, 'epoch': 0.06}

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{'loss': 4.4706, 'grad_norm': 0.7679710984230042, 'learning_rate': 0.00018875604065989003, 'epoch': 0.06}
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{'loss': 4.4948, 'grad_norm': 0.9317119717597961, 'learning_rate': 0.00018854774204299284, 'epoch': 0.06}
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{'loss': 4.4208, 'grad_norm': 0.8215885162353516, 'learning_rate': 0.00018833944342609566, 'epoch': 0.06}
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                                                      {'loss': 4.4571, 'grad_norm': 0.776540994644165, 'learning_rate': 0.00018813114480919848, 'epoch': 0.06}

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                                                      {'loss': 4.4222, 'grad_norm': 0.7908003330230713, 'learning_rate': 0.0001879228461923013, 'epoch': 0.06}

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                                                      {'loss': 4.4026, 'grad_norm': 0.7084732055664062, 'learning_rate': 0.00018771454757540409, 'epoch': 0.06}

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                                                      {'loss': 4.4757, 'grad_norm': 0.6682459115982056, 'learning_rate': 0.00018750624895850693, 'epoch': 0.06}

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                                                      {'loss': 4.4197, 'grad_norm': 0.6029886603355408, 'learning_rate': 0.00018729795034160975, 'epoch': 0.06}

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                                                      {'loss': 4.4049, 'grad_norm': 0.9094885587692261, 'learning_rate': 0.00018708965172471256, 'epoch': 0.06}

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                                                      {'loss': 4.4303, 'grad_norm': 0.824459433555603, 'learning_rate': 0.00018688135310781538, 'epoch': 0.07}

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{'loss': 4.3887, 'grad_norm': 0.7156298756599426, 'learning_rate': 0.0001866730544909182, 'epoch': 0.07}
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{'loss': 4.4166, 'grad_norm': 0.658068835735321, 'learning_rate': 0.00018646475587402102, 'epoch': 0.07}
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{'loss': 4.4343, 'grad_norm': 0.7672572135925293, 'learning_rate': 0.0001862564572571238, 'epoch': 0.07}
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                                                      {'loss': 4.375, 'grad_norm': 0.7614337205886841, 'learning_rate': 0.00018604815864022665, 'epoch': 0.07}

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{'loss': 4.3664, 'grad_norm': 0.7422786355018616, 'learning_rate': 0.00018583986002332944, 'epoch': 0.07}

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                                                      {'loss': 4.4093, 'grad_norm': 0.6877869367599487, 'learning_rate': 0.0001856315614064323, 'epoch': 0.07}

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                                                      {'loss': 4.3747, 'grad_norm': 0.6536494493484497, 'learning_rate': 0.00018542326278953508, 'epoch': 0.07}

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                                                      {'loss': 4.3746, 'grad_norm': 0.5976036787033081, 'learning_rate': 0.0001852149641726379, 'epoch': 0.07}

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                                                      {'loss': 4.3148, 'grad_norm': 0.7001354098320007, 'learning_rate': 0.0001850066655557407, 'epoch': 0.07}

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                                                      {'loss': 4.3567, 'grad_norm': 0.620047926902771, 'learning_rate': 0.00018479836693884353, 'epoch': 0.08}

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                                                      {'loss': 4.3658, 'grad_norm': 0.7397087812423706, 'learning_rate': 0.00018459006832194635, 'epoch': 0.08}

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                                                      {'loss': 4.3655, 'grad_norm': 0.7162604928016663, 'learning_rate': 0.00018438176970504916, 'epoch': 0.08}

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                                                      {'loss': 4.3614, 'grad_norm': 0.6019216179847717, 'learning_rate': 0.00018417347108815198, 'epoch': 0.08}

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{'loss': 4.4009, 'grad_norm': 0.7461376190185547, 'learning_rate': 0.0001839651724712548, 'epoch': 0.08}
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{'loss': 4.3568, 'grad_norm': 0.8270905017852783, 'learning_rate': 0.00018375687385435762, 'epoch': 0.08}
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                                                      {'loss': 4.3689, 'grad_norm': 0.5767192244529724, 'learning_rate': 0.00018354857523746043, 'epoch': 0.08}

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                                                      {'loss': 4.3407, 'grad_norm': 0.6203513741493225, 'learning_rate': 0.00018334027662056325, 'epoch': 0.08}

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                                                      {'loss': 4.3917, 'grad_norm': 0.6216593384742737, 'learning_rate': 0.00018313197800366607, 'epoch': 0.08}

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{'loss': 4.3592, 'grad_norm': 0.6093273758888245, 'learning_rate': 0.00018292367938676889, 'epoch': 0.09}
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                                                      {'loss': 4.3848, 'grad_norm': 0.5953485369682312, 'learning_rate': 0.0001827153807698717, 'epoch': 0.09}

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                                                      {'loss': 4.3452, 'grad_norm': 0.5133686661720276, 'learning_rate': 0.00018250708215297452, 'epoch': 0.09}

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                                                      {'loss': 4.3867, 'grad_norm': 0.6574908494949341, 'learning_rate': 0.0001822987835360773, 'epoch': 0.09}

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                                                      {'loss': 4.3385, 'grad_norm': 0.9264498353004456, 'learning_rate': 0.00018209048491918015, 'epoch': 0.09}

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                                                      {'loss': 4.3553, 'grad_norm': 0.5993931889533997, 'learning_rate': 0.00018188218630228294, 'epoch': 0.09}

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                                                      {'loss': 4.3528, 'grad_norm': 0.6576988697052002, 'learning_rate': 0.0001816738876853858, 'epoch': 0.09}

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                                                      {'loss': 4.3499, 'grad_norm': 0.5290323495864868, 'learning_rate': 0.00018146558906848858, 'epoch': 0.09}

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{'loss': 4.3717, 'grad_norm': 0.49705612659454346, 'learning_rate': 0.0001812572904515914, 'epoch': 0.09}
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                                                      {'loss': 4.3362, 'grad_norm': 0.5290183424949646, 'learning_rate': 0.00018104899183469424, 'epoch': 0.09}

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                                                      {'loss': 4.3444, 'grad_norm': 0.4381333887577057, 'learning_rate': 0.00018084069321779703, 'epoch': 0.1}

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{'loss': 4.3069, 'grad_norm': 0.42535996437072754, 'learning_rate': 0.00018063239460089988, 'epoch': 0.1}
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                                                      {'loss': 4.3465, 'grad_norm': 0.4973065257072449, 'learning_rate': 0.00018042409598400267, 'epoch': 0.1}

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{'loss': 4.3618, 'grad_norm': 0.47917640209198, 'learning_rate': 0.0001802157973671055, 'epoch': 0.1}
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                                                      {'loss': 4.3298, 'grad_norm': 0.5370852947235107, 'learning_rate': 0.0001800074987502083, 'epoch': 0.1}

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{'loss': 4.3043, 'grad_norm': 0.5214113593101501, 'learning_rate': 0.00017979920013331112, 'epoch': 0.1}
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{'loss': 4.3487, 'grad_norm': 0.6109423041343689, 'learning_rate': 0.00017959090151641394, 'epoch': 0.1}
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                                                      {'loss': 4.3544, 'grad_norm': 0.4945586025714874, 'learning_rate': 0.00017938260289951675, 'epoch': 0.1}

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{'loss': 4.2849, 'grad_norm': 0.7377104163169861, 'learning_rate': 0.0001789660056657224, 'epoch': 0.11}
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                                                      {'loss': 4.2959, 'grad_norm': 0.7897375226020813, 'learning_rate': 0.0001787577070488252, 'epoch': 0.11}

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                                                      {'loss': 4.2869, 'grad_norm': 0.7586131691932678, 'learning_rate': 0.00017854940843192802, 'epoch': 0.11}

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{'loss': 4.306, 'grad_norm': 0.7424622774124146, 'learning_rate': 0.00017834110981503084, 'epoch': 0.11}
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                                                      {'loss': 4.3469, 'grad_norm': 0.7266977429389954, 'learning_rate': 0.00017813281119813366, 'epoch': 0.11}

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{'loss': 4.3109, 'grad_norm': 0.6299994587898254, 'learning_rate': 0.00017792451258123647, 'epoch': 0.11}
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{'loss': 4.3342, 'grad_norm': 0.6095028519630432, 'learning_rate': 0.0001777162139643393, 'epoch': 0.11}

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                                                      {'loss': 4.3051, 'grad_norm': 0.46689581871032715, 'learning_rate': 0.0001775079153474421, 'epoch': 0.11}

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                                                      {'loss': 4.3649, 'grad_norm': 0.493979275226593, 'learning_rate': 0.00017729961673054493, 'epoch': 0.11}

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                                                      {'loss': 4.2951, 'grad_norm': 0.6557664275169373, 'learning_rate': 0.00017709131811364774, 'epoch': 0.11}

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{'loss': 4.3224, 'grad_norm': 0.518541693687439, 'learning_rate': 0.00017688301949675053, 'epoch': 0.12}

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{'loss': 4.28, 'grad_norm': 0.3670608103275299, 'learning_rate': 0.00017667472087985338, 'epoch': 0.12}
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                                                      {'loss': 4.298, 'grad_norm': 0.2957399785518646, 'learning_rate': 0.00017646642226295617, 'epoch': 0.12}

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                                                      {'loss': 4.2581, 'grad_norm': 0.2905816435813904, 'learning_rate': 0.00017625812364605901, 'epoch': 0.12}

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                                                      {'loss': 4.3318, 'grad_norm': 0.37899118661880493, 'learning_rate': 0.0001760498250291618, 'epoch': 0.12}

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                                                      {'loss': 4.3249, 'grad_norm': 0.3021083176136017, 'learning_rate': 0.00017584152641226462, 'epoch': 0.12}

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                                                      {'loss': 4.338, 'grad_norm': 0.4735424518585205, 'learning_rate': 0.00017542492917847026, 'epoch': 0.12}

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                                                      {'loss': 4.2966, 'grad_norm': 0.29378727078437805, 'learning_rate': 0.0001750083319446759, 'epoch': 0.12}

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                                                      {'loss': 4.3515, 'grad_norm': 0.36310216784477234, 'learning_rate': 0.00017480003332777874, 'epoch': 0.13}

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                                                      {'loss': 4.2706, 'grad_norm': 0.5615253448486328, 'learning_rate': 0.00017459173471088153, 'epoch': 0.13}

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                                                      {'loss': 4.3282, 'grad_norm': 0.4378392696380615, 'learning_rate': 0.00017438343609398434, 'epoch': 0.13}

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                                                      {'loss': 4.3242, 'grad_norm': 0.46081969141960144, 'learning_rate': 0.00017417513747708716, 'epoch': 0.13}

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                                                      {'loss': 4.3062, 'grad_norm': 0.7284589409828186, 'learning_rate': 0.00017396683886018998, 'epoch': 0.13}

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{'loss': 4.337, 'grad_norm': 0.746739387512207, 'learning_rate': 0.0001737585402432928, 'epoch': 0.13}
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                                                      {'loss': 4.3055, 'grad_norm': 0.6924847364425659, 'learning_rate': 0.0001735502416263956, 'epoch': 0.13}

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{'loss': 4.3015, 'grad_norm': 0.8522170186042786, 'learning_rate': 0.00017334194300949843, 'epoch': 0.13}
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                                                      {'loss': 4.2884, 'grad_norm': 0.9330224394798279, 'learning_rate': 0.00017313364439260125, 'epoch': 0.13}

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{'loss': 4.3345, 'grad_norm': 0.5547959208488464, 'learning_rate': 0.00017292534577570404, 'epoch': 0.14}
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                                                      {'loss': 4.3048, 'grad_norm': 0.4661966860294342, 'learning_rate': 0.00017271704715880688, 'epoch': 0.14}


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                                                      {'loss': 4.3455, 'grad_norm': 0.47045183181762695, 'learning_rate': 0.00017250874854190967, 'epoch': 0.14}

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                                                      {'loss': 4.3271, 'grad_norm': 0.5029091238975525, 'learning_rate': 0.00017230044992501252, 'epoch': 0.14}

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                                                      {'loss': 4.2946, 'grad_norm': 0.4503321349620819, 'learning_rate': 0.0001720921513081153, 'epoch': 0.14}

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                                                      {'loss': 4.2851, 'grad_norm': 0.33512943983078003, 'learning_rate': 0.00017188385269121815, 'epoch': 0.14}

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                                                      {'loss': 4.3205, 'grad_norm': 0.3162088394165039, 'learning_rate': 0.00017146725545742376, 'epoch': 0.14}

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{'loss': 4.2547, 'grad_norm': 0.2073950469493866, 'learning_rate': 0.0001712589568405266, 'epoch': 0.14}
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                                                      {'loss': 4.3238, 'grad_norm': 0.2178676873445511, 'learning_rate': 0.0001710506582236294, 'epoch': 0.14}

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                                                        {'loss': 4.2952, 'grad_norm': 0.2086927890777588, 'learning_rate': 0.00017084235960673224, 'epoch': 0.15}

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                                                        {'loss': 4.2833, 'grad_norm': 0.24701473116874695, 'learning_rate': 0.00017063406098983503, 'epoch': 0.15}

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{'loss': 4.2752, 'grad_norm': 0.20208367705345154, 'learning_rate': 0.00017042576237293785, 'epoch': 0.15}
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                                                        {'loss': 4.3323, 'grad_norm': 0.21247556805610657, 'learning_rate': 0.00017021746375604066, 'epoch': 0.15}

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                                                        {'loss': 4.2668, 'grad_norm': 0.2798674702644348, 'learning_rate': 0.00017000916513914348, 'epoch': 0.15}

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                                                        {'loss': 4.2301, 'grad_norm': 0.2613806426525116, 'learning_rate': 0.0001698008665222463, 'epoch': 0.15}

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                                                        {'loss': 4.3005, 'grad_norm': 0.3058006763458252, 'learning_rate': 0.00016959256790534912, 'epoch': 0.15}

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                                                        {'loss': 4.2518, 'grad_norm': 0.49224188923835754, 'learning_rate': 0.00016938426928845193, 'epoch': 0.15}

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{'loss': 4.3222, 'grad_norm': 0.5251763463020325, 'learning_rate': 0.00016896767205465757, 'epoch': 0.16}
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{'loss': 4.2891, 'grad_norm': 0.527065634727478, 'learning_rate': 0.00016875937343776038, 'epoch': 0.16}
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{'loss': 4.3121, 'grad_norm': 0.7234795093536377, 'learning_rate': 0.0001685510748208632, 'epoch': 0.16}
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                                                        {'loss': 4.2781, 'grad_norm': 0.8170482516288757, 'learning_rate': 0.00016834277620396602, 'epoch': 0.16}

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{'loss': 4.3194, 'grad_norm': 0.6207615733146667, 'learning_rate': 0.00016813447758706884, 'epoch': 0.16}
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{'loss': 4.3098, 'grad_norm': 0.5676591992378235, 'learning_rate': 0.00016792617897017165, 'epoch': 0.16}
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                                                        {'loss': 4.2948, 'grad_norm': 0.6241239309310913, 'learning_rate': 0.00016771788035327447, 'epoch': 0.16}

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                                                        {'loss': 4.3042, 'grad_norm': 0.5118400454521179, 'learning_rate': 0.00016750958173637726, 'epoch': 0.16}

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{'loss': 4.2835, 'grad_norm': 0.5010377764701843, 'learning_rate': 0.0001673012831194801, 'epoch': 0.16}
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{'loss': 4.3136, 'grad_norm': 0.3876720070838928, 'learning_rate': 0.0001670929845025829, 'epoch': 0.16}
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                                                        {'loss': 4.3495, 'grad_norm': 0.3084680438041687, 'learning_rate': 0.00016688468588568574, 'epoch': 0.17}

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                                                        {'loss': 4.3455, 'grad_norm': 0.29278355836868286, 'learning_rate': 0.00016646808865189138, 'epoch': 0.17}

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                                                        {'loss': 4.3004, 'grad_norm': 0.32865098118782043, 'learning_rate': 0.00016625979003499417, 'epoch': 0.17}

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{'loss': 4.2574, 'grad_norm': 0.2221652716398239, 'learning_rate': 0.00016605149141809698, 'epoch': 0.17}
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                                                        {'loss': 4.2507, 'grad_norm': 0.20253966748714447, 'learning_rate': 0.0001658431928011998, 'epoch': 0.17}

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                                                        {'loss': 4.3189, 'grad_norm': 0.30441537499427795, 'learning_rate': 0.00016563489418430262, 'epoch': 0.17}

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                                                        {'loss': 4.2505, 'grad_norm': 0.20042479038238525, 'learning_rate': 0.00016542659556740546, 'epoch': 0.17}

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{'loss': 4.2787, 'grad_norm': 0.18291030824184418, 'learning_rate': 0.00016521829695050825, 'epoch': 0.17}
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{'loss': 4.2763, 'grad_norm': 0.16186757385730743, 'learning_rate': 0.00016500999833361107, 'epoch': 0.17}
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{'loss': 4.2447, 'grad_norm': 0.15685530006885529, 'learning_rate': 0.0001648016997167139, 'epoch': 0.18}
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                                                        {'loss': 4.2594, 'grad_norm': 0.17190082371234894, 'learning_rate': 0.0001645934010998167, 'epoch': 0.18}

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                                                        {'loss': 4.2641, 'grad_norm': 0.1600477546453476, 'learning_rate': 0.00016438510248291952, 'epoch': 0.18}

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                                                        {'loss': 4.2572, 'grad_norm': 0.17615343630313873, 'learning_rate': 0.00016417680386602234, 'epoch': 0.18}

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{'loss': 4.3095, 'grad_norm': 0.16517291963100433, 'learning_rate': 0.00016396850524912516, 'epoch': 0.18}
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{'loss': 4.2951, 'grad_norm': 0.17688988149166107, 'learning_rate': 0.00016376020663222797, 'epoch': 0.18}
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                                                        {'loss': 4.3111, 'grad_norm': 0.16280461847782135, 'learning_rate': 0.0001635519080153308, 'epoch': 0.18}

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                                                        {'loss': 4.2774, 'grad_norm': 0.18251730501651764, 'learning_rate': 0.0001633436093984336, 'epoch': 0.18}

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                                                        {'loss': 4.3365, 'grad_norm': 0.15467078983783722, 'learning_rate': 0.0001631353107815364, 'epoch': 0.18}

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{'loss': 4.3057, 'grad_norm': 0.15481431782245636, 'learning_rate': 0.00016292701216463924, 'epoch': 0.19}
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                                                        {'loss': 4.3126, 'grad_norm': 0.19756950438022614, 'learning_rate': 0.00016271871354774203, 'epoch': 0.19}

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                                                        {'loss': 4.2647, 'grad_norm': 0.3747343420982361, 'learning_rate': 0.00016251041493084488, 'epoch': 0.19}

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{'loss': 4.3343, 'grad_norm': 0.6307501196861267, 'learning_rate': 0.0001623021163139477, 'epoch': 0.19}
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{'loss': 4.2633, 'grad_norm': 0.8702807426452637, 'learning_rate': 0.00016209381769705049, 'epoch': 0.19}
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                                                        {'loss': 4.3104, 'grad_norm': 1.0299628973007202, 'learning_rate': 0.00016188551908015333, 'epoch': 0.19}

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{'loss': 4.371, 'grad_norm': 0.8001706004142761, 'learning_rate': 0.00016167722046325612, 'epoch': 0.19}

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                                                        {'loss': 4.3456, 'grad_norm': 0.8336932063102722, 'learning_rate': 0.00016146892184635897, 'epoch': 0.19}

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                                                        {'loss': 4.2993, 'grad_norm': 0.5041126012802124, 'learning_rate': 0.00016126062322946176, 'epoch': 0.19}

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                                                        {'loss': 4.3133, 'grad_norm': 0.4753885865211487, 'learning_rate': 0.0001610523246125646, 'epoch': 0.19}

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                                                        {'loss': 4.3236, 'grad_norm': 0.3471270501613617, 'learning_rate': 0.0001608440259956674, 'epoch': 0.2}

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{'loss': 4.259, 'grad_norm': 0.29521411657333374, 'learning_rate': 0.0001606357273787702, 'epoch': 0.2}
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                                                        {'loss': 4.2595, 'grad_norm': 0.2797352075576782, 'learning_rate': 0.00016042742876187303, 'epoch': 0.2}

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                                                        {'loss': 4.3076, 'grad_norm': 0.22000348567962646, 'learning_rate': 0.00016021913014497584, 'epoch': 0.2}

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                                                        {'loss': 4.2672, 'grad_norm': 0.19300958514213562, 'learning_rate': 0.00016001083152807866, 'epoch': 0.2}

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                                                        {'loss': 4.289, 'grad_norm': 0.15638451278209686, 'learning_rate': 0.0001595942342942843, 'epoch': 0.2}

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                                                        {'loss': 4.2834, 'grad_norm': 0.15787646174430847, 'learning_rate': 0.0001593859356773871, 'epoch': 0.2}

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{'loss': 4.2599, 'grad_norm': 0.13584038615226746, 'learning_rate': 0.00015917763706048993, 'epoch': 0.2}
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                                                        {'loss': 4.2214, 'grad_norm': 0.1266246736049652, 'learning_rate': 0.00015896933844359275, 'epoch': 0.21}

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{'loss': 4.3013, 'grad_norm': 0.22038404643535614, 'learning_rate': 0.00015876103982669556, 'epoch': 0.21}
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                                                        {'loss': 4.2655, 'grad_norm': 0.14138126373291016, 'learning_rate': 0.00015855274120979838, 'epoch': 0.21}

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                                                         {'loss': 4.3192, 'grad_norm': 0.16633476316928864, 'learning_rate': 0.0001583444425929012, 'epoch': 0.21}

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                                                         {'loss': 4.2811, 'grad_norm': 0.16541193425655365, 'learning_rate': 0.00015813614397600402, 'epoch': 0.21}

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                                                         {'loss': 4.2828, 'grad_norm': 0.19155195355415344, 'learning_rate': 0.00015792784535910683, 'epoch': 0.21}

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                                                         {'loss': 4.2562, 'grad_norm': 0.2483457624912262, 'learning_rate': 0.00015771954674220962, 'epoch': 0.21}

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                                                         {'loss': 4.2751, 'grad_norm': 0.13811860978603363, 'learning_rate': 0.00015751124812531247, 'epoch': 0.21}

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{'loss': 4.24, 'grad_norm': 0.1532582938671112, 'learning_rate': 0.00015730294950841526, 'epoch': 0.21}
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{'loss': 4.2808, 'grad_norm': 0.3216996192932129, 'learning_rate': 0.0001570946508915181, 'epoch': 0.21}
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                                                         {'loss': 4.2579, 'grad_norm': 0.3414459228515625, 'learning_rate': 0.0001568863522746209, 'epoch': 0.22}

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                                                         {'loss': 4.2736, 'grad_norm': 0.402487188577652, 'learning_rate': 0.0001566780536577237, 'epoch': 0.22}

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                                                         {'loss': 4.3073, 'grad_norm': 0.4130389094352722, 'learning_rate': 0.00015646975504082653, 'epoch': 0.22}

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                                                         {'loss': 4.2579, 'grad_norm': 0.6667286157608032, 'learning_rate': 0.00015626145642392935, 'epoch': 0.22}

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                                                         {'loss': 4.2708, 'grad_norm': 0.7453056573867798, 'learning_rate': 0.0001560531578070322, 'epoch': 0.22}

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                                                         {'loss': 4.2668, 'grad_norm': 0.6751615405082703, 'learning_rate': 0.00015584485919013498, 'epoch': 0.22}

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                                                         {'loss': 4.2773, 'grad_norm': 0.5671024918556213, 'learning_rate': 0.0001556365605732378, 'epoch': 0.22}

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{'loss': 4.3281, 'grad_norm': 0.5268508791923523, 'learning_rate': 0.00015542826195634062, 'epoch': 0.22}
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                                                         {'loss': 4.2615, 'grad_norm': 0.451412558555603, 'learning_rate': 0.00015521996333944343, 'epoch': 0.22}

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{'loss': 4.2791, 'grad_norm': 0.4481361508369446, 'learning_rate': 0.00015501166472254625, 'epoch': 0.22}
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                                                         {'loss': 4.2617, 'grad_norm': 0.3520631492137909, 'learning_rate': 0.00015459506748875188, 'epoch': 0.23}

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                                                         {'loss': 4.3122, 'grad_norm': 0.2678823471069336, 'learning_rate': 0.0001543867688718547, 'epoch': 0.23}

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                                                         {'loss': 4.2452, 'grad_norm': 0.2957708239555359, 'learning_rate': 0.00015417847025495752, 'epoch': 0.23}

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                                                         {'loss': 4.255, 'grad_norm': 0.19604870676994324, 'learning_rate': 0.00015397017163806034, 'epoch': 0.23}

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                                                         {'loss': 4.2677, 'grad_norm': 0.2669152021408081, 'learning_rate': 0.00015376187302116313, 'epoch': 0.23}

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{'loss': 4.2923, 'grad_norm': 0.15506283938884735, 'learning_rate': 0.00015355357440426597, 'epoch': 0.23}
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                                                         {'loss': 4.299, 'grad_norm': 0.1708981990814209, 'learning_rate': 0.00015334527578736876, 'epoch': 0.23}

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                                                         {'loss': 4.3078, 'grad_norm': 0.15332338213920593, 'learning_rate': 0.0001531369771704716, 'epoch': 0.23}

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                                                         {'loss': 4.2574, 'grad_norm': 0.20439113676548004, 'learning_rate': 0.00015292867855357442, 'epoch': 0.24}

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                                                         {'loss': 4.2881, 'grad_norm': 0.2670052945613861, 'learning_rate': 0.00015272037993667721, 'epoch': 0.24}

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                                                         {'loss': 4.284, 'grad_norm': 0.14466646313667297, 'learning_rate': 0.00015230378270288285, 'epoch': 0.24}

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                                                         {'loss': 4.2663, 'grad_norm': 0.14870585501194, 'learning_rate': 0.0001520954840859857, 'epoch': 0.24}

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                                                         {'loss': 4.2994, 'grad_norm': 0.12645074725151062, 'learning_rate': 0.00015188718546908848, 'epoch': 0.24}

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                                                         {'loss': 4.3029, 'grad_norm': 0.1312715709209442, 'learning_rate': 0.00015167888685219133, 'epoch': 0.24}

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{'loss': 4.3594, 'grad_norm': 0.12487104535102844, 'learning_rate': 0.00015147058823529412, 'epoch': 0.24}
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                                                         {'loss': 4.2517, 'grad_norm': 0.12433773279190063, 'learning_rate': 0.00015126228961839694, 'epoch': 0.24}

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{'loss': 4.2791, 'grad_norm': 0.1359606683254242, 'learning_rate': 0.00015105399100149975, 'epoch': 0.24}
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{'loss': 4.2221, 'grad_norm': 0.1466604322195053, 'learning_rate': 0.00015084569238460257, 'epoch': 0.25}
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{'loss': 4.3129, 'grad_norm': 0.13123458623886108, 'learning_rate': 0.0001506373937677054, 'epoch': 0.25}
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                                                         {'loss': 4.2881, 'grad_norm': 0.13337282836437225, 'learning_rate': 0.0001504290951508082, 'epoch': 0.25}

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{'loss': 4.285, 'grad_norm': 0.13979126513004303, 'learning_rate': 0.00015022079653391102, 'epoch': 0.25}
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                                                         {'loss': 4.2829, 'grad_norm': 0.12909486889839172, 'learning_rate': 0.00015001249791701384, 'epoch': 0.25}

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                                                         {'loss': 4.2915, 'grad_norm': 0.30277925729751587, 'learning_rate': 0.00014980419930011666, 'epoch': 0.25}

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                                                         {'loss': 4.2556, 'grad_norm': 0.14948731660842896, 'learning_rate': 0.00014959590068321947, 'epoch': 0.25}

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                                                         {'loss': 4.3017, 'grad_norm': 0.3616689443588257, 'learning_rate': 0.0001493876020663223, 'epoch': 0.25}

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{'loss': 4.2797, 'grad_norm': 0.7974147200584412, 'learning_rate': 0.0001491793034494251, 'epoch': 0.25}
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                                                         {'loss': 4.3088, 'grad_norm': 0.8837426900863647, 'learning_rate': 0.00014897100483252793, 'epoch': 0.26}

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                                                         {'loss': 4.3387, 'grad_norm': 0.7221353650093079, 'learning_rate': 0.00014876270621563074, 'epoch': 0.26}

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                                                         {'loss': 4.3295, 'grad_norm': 0.6303556561470032, 'learning_rate': 0.00014855440759873356, 'epoch': 0.26}

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                                                         {'loss': 4.275, 'grad_norm': 0.49828270077705383, 'learning_rate': 0.00014834610898183635, 'epoch': 0.26}

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                                                         {'loss': 4.3025, 'grad_norm': 0.3347756266593933, 'learning_rate': 0.0001481378103649392, 'epoch': 0.26}

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{'loss': 4.3046, 'grad_norm': 0.3127085864543915, 'learning_rate': 0.00014792951174804199, 'epoch': 0.26}
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                                                         {'loss': 4.2536, 'grad_norm': 0.34115397930145264, 'learning_rate': 0.00014772121313114483, 'epoch': 0.26}

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                                                         {'loss': 4.2909, 'grad_norm': 0.17980223894119263, 'learning_rate': 0.00014751291451424762, 'epoch': 0.26}

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                                                         {'loss': 4.2928, 'grad_norm': 0.13481459021568298, 'learning_rate': 0.00014709631728045326, 'epoch': 0.26}

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{'loss': 4.3163, 'grad_norm': 0.13782384991645813, 'learning_rate': 0.00014688801866355607, 'epoch': 0.27}
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{'loss': 4.2956, 'grad_norm': 0.15430884063243866, 'learning_rate': 0.0001466797200466589, 'epoch': 0.27}
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                                                         {'loss': 4.2688, 'grad_norm': 0.14084944128990173, 'learning_rate': 0.0001464714214297617, 'epoch': 0.27}

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                                                         {'loss': 4.2457, 'grad_norm': 0.14826124906539917, 'learning_rate': 0.00014626312281286455, 'epoch': 0.27}

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{'loss': 4.3146, 'grad_norm': 0.1321101039648056, 'learning_rate': 0.00014605482419596734, 'epoch': 0.27}
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{'loss': 4.3009, 'grad_norm': 0.12815898656845093, 'learning_rate': 0.00014584652557907016, 'epoch': 0.27}
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                                                         {'loss': 4.2961, 'grad_norm': 0.15460945665836334, 'learning_rate': 0.00014563822696217298, 'epoch': 0.27}

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{'loss': 4.2453, 'grad_norm': 0.12653426826000214, 'learning_rate': 0.0001454299283452758, 'epoch': 0.27}
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                                                         {'loss': 4.2711, 'grad_norm': 0.23324622213840485, 'learning_rate': 0.0001452216297283786, 'epoch': 0.27}

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                                                         {'loss': 4.3082, 'grad_norm': 0.13569292426109314, 'learning_rate': 0.00014501333111148143, 'epoch': 0.27}

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                                                         {'loss': 4.2579, 'grad_norm': 0.1235252320766449, 'learning_rate': 0.00014480503249458425, 'epoch': 0.28}

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                                                         {'loss': 4.2607, 'grad_norm': 0.10768129676580429, 'learning_rate': 0.00014459673387768706, 'epoch': 0.28}

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                                                         {'loss': 4.23, 'grad_norm': 0.13388405740261078, 'learning_rate': 0.00014438843526078985, 'epoch': 0.28}

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                                                         {'loss': 4.2782, 'grad_norm': 0.18502721190452576, 'learning_rate': 0.0001441801366438927, 'epoch': 0.28}

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                                                         {'loss': 4.2935, 'grad_norm': 0.14382798969745636, 'learning_rate': 0.0001439718380269955, 'epoch': 0.28}

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                                                         {'loss': 4.2977, 'grad_norm': 0.10912588983774185, 'learning_rate': 0.00014376353941009833, 'epoch': 0.28}

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                                                         {'loss': 4.2755, 'grad_norm': 0.13465666770935059, 'learning_rate': 0.00014355524079320112, 'epoch': 0.28}

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                                                         {'loss': 4.3012, 'grad_norm': 0.12459425628185272, 'learning_rate': 0.00014334694217630397, 'epoch': 0.28}

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                                                         {'loss': 4.2437, 'grad_norm': 0.1109272837638855, 'learning_rate': 0.00014313864355940679, 'epoch': 0.28}

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                                                         {'loss': 4.2863, 'grad_norm': 0.12649290263652802, 'learning_rate': 0.00014293034494250958, 'epoch': 0.29}

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{'loss': 4.2899, 'grad_norm': 0.13294899463653564, 'learning_rate': 0.0001425137477087152, 'epoch': 0.29}
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                                                         {'loss': 4.288, 'grad_norm': 0.19817008078098297, 'learning_rate': 0.00014230544909181805, 'epoch': 0.29}

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                                                         {'loss': 4.2672, 'grad_norm': 0.19461657106876373, 'learning_rate': 0.00014209715047492085, 'epoch': 0.29}

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                                                         {'loss': 4.2503, 'grad_norm': 0.34991535544395447, 'learning_rate': 0.00014188885185802366, 'epoch': 0.29}

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                                                         {'loss': 4.2845, 'grad_norm': 0.5962380170822144, 'learning_rate': 0.00014168055324112648, 'epoch': 0.29}

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                                                         {'loss': 4.3103, 'grad_norm': 0.9416942596435547, 'learning_rate': 0.0001414722546242293, 'epoch': 0.29}

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                                                         {'loss': 4.312, 'grad_norm': 0.7340875267982483, 'learning_rate': 0.00014126395600733211, 'epoch': 0.29}

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                                                         {'loss': 4.3136, 'grad_norm': 0.45007753372192383, 'learning_rate': 0.00014105565739043493, 'epoch': 0.29}

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                                                         {'loss': 4.2527, 'grad_norm': 0.43450427055358887, 'learning_rate': 0.00014084735877353775, 'epoch': 0.3}

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                                                         {'loss': 4.2994, 'grad_norm': 0.3956257104873657, 'learning_rate': 0.00014063906015664057, 'epoch': 0.3}

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                                                         {'loss': 4.3066, 'grad_norm': 0.3014637529850006, 'learning_rate': 0.00014043076153974338, 'epoch': 0.3}

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                                                         {'loss': 4.2221, 'grad_norm': 0.25240013003349304, 'learning_rate': 0.0001402224629228462, 'epoch': 0.3}

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                                                         {'loss': 4.2359, 'grad_norm': 0.1699572652578354, 'learning_rate': 0.00014001416430594902, 'epoch': 0.3}

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                                                         {'loss': 4.2417, 'grad_norm': 0.1517503708600998, 'learning_rate': 0.00013980586568905184, 'epoch': 0.3}

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{'loss': 4.2957, 'grad_norm': 0.12431450933218002, 'learning_rate': 0.00013959756707215465, 'epoch': 0.3}
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                                                         {'loss': 4.2936, 'grad_norm': 0.1402355432510376, 'learning_rate': 0.00013938926845525747, 'epoch': 0.3}

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                                                         {'loss': 4.2936, 'grad_norm': 0.12525145709514618, 'learning_rate': 0.0001391809698383603, 'epoch': 0.3}

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{'loss': 4.2833, 'grad_norm': 0.2554995119571686, 'learning_rate': 0.00013897267122146308, 'epoch': 0.31}
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                                                         {'loss': 4.2767, 'grad_norm': 0.11830578744411469, 'learning_rate': 0.00013876437260456592, 'epoch': 0.31}

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                                                         {'loss': 4.299, 'grad_norm': 0.11607206612825394, 'learning_rate': 0.0001385560739876687, 'epoch': 0.31}

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                                                         {'loss': 4.2773, 'grad_norm': 0.16339172422885895, 'learning_rate': 0.00013834777537077156, 'epoch': 0.31}

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{'loss': 4.2386, 'grad_norm': 0.13362650573253632, 'learning_rate': 0.00013813947675387435, 'epoch': 0.31}
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{'loss': 4.2477, 'grad_norm': 0.1323123425245285, 'learning_rate': 0.0001379311781369772, 'epoch': 0.31}
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{'loss': 4.2454, 'grad_norm': 0.11556574702262878, 'learning_rate': 0.00013772287952007998, 'epoch': 0.31}
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                                                         {'loss': 4.2332, 'grad_norm': 0.13113655149936676, 'learning_rate': 0.0001375145809031828, 'epoch': 0.31}

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                                                         {'loss': 4.2933, 'grad_norm': 0.11957094818353653, 'learning_rate': 0.00013730628228628562, 'epoch': 0.31}

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                                                         {'loss': 4.2936, 'grad_norm': 0.15534944832324982, 'learning_rate': 0.00013709798366938843, 'epoch': 0.31}

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{'loss': 4.2781, 'grad_norm': 0.14199937880039215, 'learning_rate': 0.00013688968505249128, 'epoch': 0.32}
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{'loss': 4.2941, 'grad_norm': 0.12707921862602234, 'learning_rate': 0.00013668138643559407, 'epoch': 0.32}
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{'loss': 4.3068, 'grad_norm': 0.12266304343938828, 'learning_rate': 0.0001364730878186969, 'epoch': 0.32}
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{'loss': 4.2895, 'grad_norm': 0.13510486483573914, 'learning_rate': 0.0001362647892017997, 'epoch': 0.32}
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{'loss': 4.2643, 'grad_norm': 0.12486480921506882, 'learning_rate': 0.00013605649058490252, 'epoch': 0.32}
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                                                         {'loss': 4.2865, 'grad_norm': 0.11504874378442764, 'learning_rate': 0.00013584819196800534, 'epoch': 0.32}

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                                                         {'loss': 4.3608, 'grad_norm': 0.2004222273826599, 'learning_rate': 0.00013563989335110816, 'epoch': 0.32}

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{'loss': 4.2451, 'grad_norm': 0.16587236523628235, 'learning_rate': 0.00013543159473421097, 'epoch': 0.32}
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                                                         {'loss': 4.2758, 'grad_norm': 0.22891581058502197, 'learning_rate': 0.0001352232961173138, 'epoch': 0.32}

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                                                         {'loss': 4.2843, 'grad_norm': 0.21836704015731812, 'learning_rate': 0.0001350149975004166, 'epoch': 0.32}

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                                                         {'loss': 4.296, 'grad_norm': 0.3188219666481018, 'learning_rate': 0.00013480669888351943, 'epoch': 0.33}

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                                                         {'loss': 4.283, 'grad_norm': 0.5505451560020447, 'learning_rate': 0.00013459840026662222, 'epoch': 0.33}

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{'loss': 4.2868, 'grad_norm': 0.5602831840515137, 'learning_rate': 0.00013439010164972506, 'epoch': 0.33}
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                                                         {'loss': 4.3427, 'grad_norm': 0.5376474857330322, 'learning_rate': 0.00013418180303282785, 'epoch': 0.33}

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                                                         {'loss': 4.2636, 'grad_norm': 0.5146089792251587, 'learning_rate': 0.0001339735044159307, 'epoch': 0.33}

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                                                         {'loss': 4.2765, 'grad_norm': 0.4909091293811798, 'learning_rate': 0.0001337652057990335, 'epoch': 0.33}

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                                                         {'loss': 4.2876, 'grad_norm': 0.37885740399360657, 'learning_rate': 0.0001335569071821363, 'epoch': 0.33}

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                                                         {'loss': 4.2439, 'grad_norm': 0.36299172043800354, 'learning_rate': 0.00013334860856523915, 'epoch': 0.33}

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                                                         {'loss': 4.2933, 'grad_norm': 0.22709450125694275, 'learning_rate': 0.00013314030994834194, 'epoch': 0.33}

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                                                         {'loss': 4.2664, 'grad_norm': 0.16447991132736206, 'learning_rate': 0.00013293201133144478, 'epoch': 0.34}


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                                                         {'loss': 4.2577, 'grad_norm': 0.17782637476921082, 'learning_rate': 0.00013272371271454757, 'epoch': 0.34}

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                                                         {'loss': 4.257, 'grad_norm': 0.1501571089029312, 'learning_rate': 0.0001325154140976504, 'epoch': 0.34}

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                                                         {'loss': 4.2838, 'grad_norm': 0.122748002409935, 'learning_rate': 0.0001323071154807532, 'epoch': 0.34}

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                                                         {'loss': 4.2227, 'grad_norm': 0.17360128462314606, 'learning_rate': 0.00013209881686385602, 'epoch': 0.34}

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                                                         {'loss': 4.2813, 'grad_norm': 0.17485061287879944, 'learning_rate': 0.00013189051824695884, 'epoch': 0.34}

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                                                         {'loss': 4.2641, 'grad_norm': 0.36251434683799744, 'learning_rate': 0.00013168221963006166, 'epoch': 0.34}

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                                                         {'loss': 4.2661, 'grad_norm': 0.1007075235247612, 'learning_rate': 0.00013147392101316448, 'epoch': 0.34}

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{'loss': 4.2274, 'grad_norm': 0.10062452405691147, 'learning_rate': 0.0001312656223962673, 'epoch': 0.34}
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                                                         {'loss': 4.2741, 'grad_norm': 0.12324006855487823, 'learning_rate': 0.0001310573237793701, 'epoch': 0.34}

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                                                         {'loss': 4.2164, 'grad_norm': 0.12261320650577545, 'learning_rate': 0.00013084902516247293, 'epoch': 0.35}

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                                                         {'loss': 4.2397, 'grad_norm': 0.10833822935819626, 'learning_rate': 0.00013064072654557575, 'epoch': 0.35}

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                                                         {'loss': 4.2445, 'grad_norm': 0.12008843570947647, 'learning_rate': 0.00013043242792867856, 'epoch': 0.35}

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{'loss': 4.2389, 'grad_norm': 0.21772079169750214, 'learning_rate': 0.00013022412931178138, 'epoch': 0.35}
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                                                         {'loss': 4.2628, 'grad_norm': 0.11403652280569077, 'learning_rate': 0.0001300158306948842, 'epoch': 0.35}

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                                                         {'loss': 4.2287, 'grad_norm': 0.09563331305980682, 'learning_rate': 0.00012980753207798702, 'epoch': 0.35}

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                                                         {'loss': 4.3209, 'grad_norm': 0.12844185531139374, 'learning_rate': 0.00012959923346108983, 'epoch': 0.35}

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                                                         {'loss': 4.3068, 'grad_norm': 0.1808697134256363, 'learning_rate': 0.00012939093484419265, 'epoch': 0.35}

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                                                         {'loss': 4.2422, 'grad_norm': 0.11180918663740158, 'learning_rate': 0.00012918263622729544, 'epoch': 0.35}

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                                                         {'loss': 4.2802, 'grad_norm': 0.1755051165819168, 'learning_rate': 0.00012897433761039829, 'epoch': 0.36}

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                                                         {'loss': 4.2849, 'grad_norm': 0.28618356585502625, 'learning_rate': 0.00012876603899350108, 'epoch': 0.36}

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                                                         {'loss': 4.2281, 'grad_norm': 0.3516530990600586, 'learning_rate': 0.00012855774037660392, 'epoch': 0.36}

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                                                         {'loss': 4.3014, 'grad_norm': 0.5430124402046204, 'learning_rate': 0.0001283494417597067, 'epoch': 0.36}

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                                                         {'loss': 4.2583, 'grad_norm': 0.4987933039665222, 'learning_rate': 0.00012814114314280953, 'epoch': 0.36}

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{'loss': 4.2938, 'grad_norm': 0.3461304306983948, 'learning_rate': 0.00012793284452591234, 'epoch': 0.36}
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{'loss': 4.2707, 'grad_norm': 0.3450263440608978, 'learning_rate': 0.00012772454590901516, 'epoch': 0.36}
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                                                         {'loss': 4.2633, 'grad_norm': 0.3160783350467682, 'learning_rate': 0.000127516247292118, 'epoch': 0.36}

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                                                         {'loss': 4.2739, 'grad_norm': 0.31894996762275696, 'learning_rate': 0.0001273079486752208, 'epoch': 0.36}

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                                                         {'loss': 4.3509, 'grad_norm': 0.26247215270996094, 'learning_rate': 0.00012709965005832361, 'epoch': 0.36}

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                                                         {'loss': 4.2869, 'grad_norm': 0.2495969831943512, 'learning_rate': 0.00012689135144142643, 'epoch': 0.37}

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                                                         {'loss': 4.3716, 'grad_norm': 0.2503868043422699, 'learning_rate': 0.00012668305282452925, 'epoch': 0.37}

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                                                         {'loss': 4.2608, 'grad_norm': 0.190337136387825, 'learning_rate': 0.00012626645559073488, 'epoch': 0.37}

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                                                         {'loss': 4.2939, 'grad_norm': 0.15398381650447845, 'learning_rate': 0.0001260581569738377, 'epoch': 0.37}

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                                                         {'loss': 4.2601, 'grad_norm': 0.13040754199028015, 'learning_rate': 0.00012584985835694052, 'epoch': 0.37}

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                                                         {'loss': 4.3023, 'grad_norm': 0.12220761179924011, 'learning_rate': 0.00012564155974004334, 'epoch': 0.37}

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                                                         {'loss': 4.2713, 'grad_norm': 0.11480822414159775, 'learning_rate': 0.00012543326112314615, 'epoch': 0.37}

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{'loss': 4.2342, 'grad_norm': 0.11464491486549377, 'learning_rate': 0.00012522496250624894, 'epoch': 0.37}
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                                                         {'loss': 4.2393, 'grad_norm': 0.14234371483325958, 'learning_rate': 0.0001250166638893518, 'epoch': 0.37}

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                                                         {'loss': 4.2599, 'grad_norm': 0.12220574170351028, 'learning_rate': 0.00012480836527245458, 'epoch': 0.38}

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                                                         {'loss': 4.233, 'grad_norm': 0.12724879384040833, 'learning_rate': 0.00012460006665555742, 'epoch': 0.38}

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                                                         {'loss': 4.2786, 'grad_norm': 0.11262819170951843, 'learning_rate': 0.00012439176803866024, 'epoch': 0.38}

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                                                         {'loss': 4.2862, 'grad_norm': 0.12906953692436218, 'learning_rate': 0.00012418346942176303, 'epoch': 0.38}

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                                                         {'loss': 4.3163, 'grad_norm': 0.09847180545330048, 'learning_rate': 0.00012397517080486587, 'epoch': 0.38}

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                                                         {'loss': 4.2822, 'grad_norm': 0.11494582891464233, 'learning_rate': 0.00012376687218796867, 'epoch': 0.38}

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                                                         {'loss': 4.3024, 'grad_norm': 0.11101099848747253, 'learning_rate': 0.0001235585735710715, 'epoch': 0.38}

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                                                         {'loss': 4.2048, 'grad_norm': 0.11951960623264313, 'learning_rate': 0.0001233502749541743, 'epoch': 0.38}

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                                                         {'loss': 4.2307, 'grad_norm': 0.11137427389621735, 'learning_rate': 0.00012314197633727714, 'epoch': 0.38}

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                                                         {'loss': 4.2635, 'grad_norm': 0.10684935748577118, 'learning_rate': 0.00012293367772037993, 'epoch': 0.39}

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                                                         {'loss': 4.2784, 'grad_norm': 0.13331910967826843, 'learning_rate': 0.00012272537910348275, 'epoch': 0.39}

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                                                         {'loss': 4.2708, 'grad_norm': 0.10445896536111832, 'learning_rate': 0.00012251708048658557, 'epoch': 0.39}

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                                                         {'loss': 4.2379, 'grad_norm': 0.30058175325393677, 'learning_rate': 0.0001223087818696884, 'epoch': 0.39}

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                                                         {'loss': 4.2274, 'grad_norm': 0.11248791962862015, 'learning_rate': 0.0001221004832527912, 'epoch': 0.39}

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                                                         {'loss': 4.3058, 'grad_norm': 0.17276476323604584, 'learning_rate': 0.00012189218463589402, 'epoch': 0.39}

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                                                         {'loss': 4.2894, 'grad_norm': 0.4106850028038025, 'learning_rate': 0.00012168388601899683, 'epoch': 0.39}

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                                                         {'loss': 4.2252, 'grad_norm': 0.5917653441429138, 'learning_rate': 0.00012147558740209966, 'epoch': 0.39}

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                                                         {'loss': 4.2867, 'grad_norm': 0.6917356848716736, 'learning_rate': 0.00012126728878520249, 'epoch': 0.39}

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                                                         {'loss': 4.2321, 'grad_norm': 0.579781174659729, 'learning_rate': 0.00012105899016830529, 'epoch': 0.39}

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                                                         {'loss': 4.2678, 'grad_norm': 0.47482022643089294, 'learning_rate': 0.00012085069155140811, 'epoch': 0.4}

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{'loss': 4.245, 'grad_norm': 0.383750319480896, 'learning_rate': 0.00012064239293451091, 'epoch': 0.4}
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                                                         {'loss': 4.2302, 'grad_norm': 0.2708223760128021, 'learning_rate': 0.00012043409431761374, 'epoch': 0.4}

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                                                         {'loss': 4.2463, 'grad_norm': 0.33597835898399353, 'learning_rate': 0.00012022579570071655, 'epoch': 0.4}

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                                                         {'loss': 4.2199, 'grad_norm': 0.20462851226329803, 'learning_rate': 0.00012001749708381938, 'epoch': 0.4}

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                                                         {'loss': 4.2687, 'grad_norm': 0.18590523302555084, 'learning_rate': 0.00011980919846692218, 'epoch': 0.4}

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                                                         {'loss': 4.2062, 'grad_norm': 0.15321768820285797, 'learning_rate': 0.000119600899850025, 'epoch': 0.4}

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                                                         {'loss': 4.2991, 'grad_norm': 0.10774169862270355, 'learning_rate': 0.00011939260123312782, 'epoch': 0.4}

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                                                         {'loss': 4.294, 'grad_norm': 0.11237267404794693, 'learning_rate': 0.00011897600399933344, 'epoch': 0.41}

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                                                         {'loss': 4.2503, 'grad_norm': 0.10349167883396149, 'learning_rate': 0.00011876770538243627, 'epoch': 0.41}

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                                                         {'loss': 4.2794, 'grad_norm': 0.11075073480606079, 'learning_rate': 0.00011855940676553907, 'epoch': 0.41}

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                                                         {'loss': 4.2568, 'grad_norm': 0.09805012494325638, 'learning_rate': 0.0001183511081486419, 'epoch': 0.41}

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                                                         {'loss': 4.2846, 'grad_norm': 0.10824470967054367, 'learning_rate': 0.00011814280953174472, 'epoch': 0.41}

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                                                         {'loss': 4.2778, 'grad_norm': 0.12349050492048264, 'learning_rate': 0.00011793451091484752, 'epoch': 0.41}

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                                                         {'loss': 4.2667, 'grad_norm': 0.10079652816057205, 'learning_rate': 0.00011772621229795036, 'epoch': 0.41}

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{'loss': 4.2785, 'grad_norm': 0.11976584047079086, 'learning_rate': 0.00011751791368105316, 'epoch': 0.41}
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                                                         {'loss': 4.2816, 'grad_norm': 0.09788617491722107, 'learning_rate': 0.00011730961506415599, 'epoch': 0.41}

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                                                         {'loss': 4.2398, 'grad_norm': 0.10525877773761749, 'learning_rate': 0.0001171013164472588, 'epoch': 0.41}

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                                                         {'loss': 4.287, 'grad_norm': 0.10081307590007782, 'learning_rate': 0.00011689301783036161, 'epoch': 0.42}

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                                                         {'loss': 4.2828, 'grad_norm': 0.10702472180128098, 'learning_rate': 0.00011668471921346443, 'epoch': 0.42}

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                                                         {'loss': 4.2766, 'grad_norm': 0.09416385740041733, 'learning_rate': 0.00011647642059656725, 'epoch': 0.42}

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                                                         {'loss': 4.275, 'grad_norm': 0.1692681610584259, 'learning_rate': 0.00011626812197967005, 'epoch': 0.42}

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                                                         {'loss': 4.2451, 'grad_norm': 0.10493013262748718, 'learning_rate': 0.00011605982336277288, 'epoch': 0.42}

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                                                         {'loss': 4.2779, 'grad_norm': 0.12451662123203278, 'learning_rate': 0.00011585152474587568, 'epoch': 0.42}

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                                                         {'loss': 4.2655, 'grad_norm': 0.09955083578824997, 'learning_rate': 0.00011564322612897852, 'epoch': 0.42}

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                                                         {'loss': 4.2722, 'grad_norm': 0.10727574676275253, 'learning_rate': 0.00011543492751208132, 'epoch': 0.42}

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{'loss': 4.2591, 'grad_norm': 0.10706925392150879, 'learning_rate': 0.00011522662889518414, 'epoch': 0.42}
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{'loss': 4.2786, 'grad_norm': 0.09556371718645096, 'learning_rate': 0.00011501833027828697, 'epoch': 0.42}
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                                                         {'loss': 4.2721, 'grad_norm': 0.10330235213041306, 'learning_rate': 0.0001146017330444926, 'epoch': 0.43}

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                                                         {'loss': 4.2281, 'grad_norm': 0.1312667578458786, 'learning_rate': 0.0001143934344275954, 'epoch': 0.43}

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                                                         {'loss': 4.2501, 'grad_norm': 0.25901538133621216, 'learning_rate': 0.00011418513581069822, 'epoch': 0.43}

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                                                         {'loss': 4.22, 'grad_norm': 0.6212946176528931, 'learning_rate': 0.00011397683719380103, 'epoch': 0.43}

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{'loss': 4.2503, 'grad_norm': 0.5769029259681702, 'learning_rate': 0.00011376853857690386, 'epoch': 0.43}
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{'loss': 4.3256, 'grad_norm': 0.517545223236084, 'learning_rate': 0.00011356023996000666, 'epoch': 0.43}
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                                                         {'loss': 4.3293, 'grad_norm': 0.5245833396911621, 'learning_rate': 0.00011335194134310949, 'epoch': 0.43}

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                                                         {'loss': 4.276, 'grad_norm': 0.30840641260147095, 'learning_rate': 0.0001131436427262123, 'epoch': 0.43}

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                                                         {'loss': 4.2935, 'grad_norm': 0.366311639547348, 'learning_rate': 0.00011293534410931513, 'epoch': 0.44}

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{'loss': 4.2899, 'grad_norm': 0.25311318039894104, 'learning_rate': 0.00011272704549241793, 'epoch': 0.44}
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{'loss': 4.3024, 'grad_norm': 0.17673219740390778, 'learning_rate': 0.00011251874687552075, 'epoch': 0.44}
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{'loss': 4.2709, 'grad_norm': 0.15633675456047058, 'learning_rate': 0.00011231044825862355, 'epoch': 0.44}
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                                                         {'loss': 4.2203, 'grad_norm': 0.09423404186964035, 'learning_rate': 0.00011210214964172638, 'epoch': 0.44}

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{'loss': 4.2157, 'grad_norm': 0.11404489725828171, 'learning_rate': 0.00011189385102482921, 'epoch': 0.44}
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                                                         {'loss': 4.2387, 'grad_norm': 0.10545452684164047, 'learning_rate': 0.00011168555240793202, 'epoch': 0.44}

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                                                         {'loss': 4.2378, 'grad_norm': 0.10071592032909393, 'learning_rate': 0.00011147725379103484, 'epoch': 0.44}

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                                                         {'loss': 4.306, 'grad_norm': 0.10500216484069824, 'learning_rate': 0.00011126895517413764, 'epoch': 0.44}


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                                                         {'loss': 4.2709, 'grad_norm': 0.10616964846849442, 'learning_rate': 0.00011106065655724047, 'epoch': 0.44}

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                                                         {'loss': 4.2435, 'grad_norm': 0.09534292668104172, 'learning_rate': 0.00011085235794034327, 'epoch': 0.45}

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                                                         {'loss': 4.2453, 'grad_norm': 0.12183956801891327, 'learning_rate': 0.0001106440593234461, 'epoch': 0.45}

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                                                         {'loss': 4.3007, 'grad_norm': 0.10172649472951889, 'learning_rate': 0.00011043576070654891, 'epoch': 0.45}

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                                                         {'loss': 4.2775, 'grad_norm': 0.0905095562338829, 'learning_rate': 0.00011022746208965174, 'epoch': 0.45}

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                                                         {'loss': 4.2614, 'grad_norm': 0.1058778315782547, 'learning_rate': 0.00011001916347275454, 'epoch': 0.45}

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{'loss': 4.2661, 'grad_norm': 0.10392377525568008, 'learning_rate': 0.00010981086485585736, 'epoch': 0.45}
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{'loss': 4.2542, 'grad_norm': 0.09622257947921753, 'learning_rate': 0.00010960256623896016, 'epoch': 0.45}
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                                                         {'loss': 4.2574, 'grad_norm': 0.10384730249643326, 'learning_rate': 0.000109394267622063, 'epoch': 0.45}

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                                                         {'loss': 4.2836, 'grad_norm': 0.13829024136066437, 'learning_rate': 0.0001091859690051658, 'epoch': 0.45}

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                                                         {'loss': 4.3033, 'grad_norm': 0.10086361318826675, 'learning_rate': 0.00010897767038826863, 'epoch': 0.46}

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{'loss': 4.2144, 'grad_norm': 0.09944955259561539, 'learning_rate': 0.00010856107315447425, 'epoch': 0.46}
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{'loss': 4.2894, 'grad_norm': 0.10040361434221268, 'learning_rate': 0.00010835277453757708, 'epoch': 0.46}
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                                                         {'loss': 4.3165, 'grad_norm': 0.10917115211486816, 'learning_rate': 0.00010814447592067989, 'epoch': 0.46}

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                                                         {'loss': 4.2211, 'grad_norm': 0.14650548994541168, 'learning_rate': 0.00010793617730378272, 'epoch': 0.46}

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{'loss': 4.2766, 'grad_norm': 0.10312355309724808, 'learning_rate': 0.00010772787868688552, 'epoch': 0.46}
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                                                         {'loss': 4.29, 'grad_norm': 0.2188795655965805, 'learning_rate': 0.00010751958006998835, 'epoch': 0.46}

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                                                         {'loss': 4.2721, 'grad_norm': 0.2511872947216034, 'learning_rate': 0.00010731128145309116, 'epoch': 0.46}

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                                                         {'loss': 4.2798, 'grad_norm': 0.30382493138313293, 'learning_rate': 0.00010710298283619397, 'epoch': 0.46}

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                                                         {'loss': 4.3084, 'grad_norm': 0.24144363403320312, 'learning_rate': 0.00010689468421929678, 'epoch': 0.47}

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                                                         {'loss': 4.2897, 'grad_norm': 0.42465102672576904, 'learning_rate': 0.00010668638560239961, 'epoch': 0.47}

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{'loss': 4.2513, 'grad_norm': 0.5399575233459473, 'learning_rate': 0.00010647808698550241, 'epoch': 0.47}
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                                                         {'loss': 4.269, 'grad_norm': 0.670845627784729, 'learning_rate': 0.00010626978836860524, 'epoch': 0.47}

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                                                         {'loss': 4.2507, 'grad_norm': 0.4295805096626282, 'learning_rate': 0.00010606148975170805, 'epoch': 0.47}

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                                                         {'loss': 4.2904, 'grad_norm': 0.38667571544647217, 'learning_rate': 0.00010585319113481086, 'epoch': 0.47}

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                                                         {'loss': 4.2756, 'grad_norm': 0.459438294172287, 'learning_rate': 0.0001056448925179137, 'epoch': 0.47}

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{'loss': 4.226, 'grad_norm': 0.20908458530902863, 'learning_rate': 0.0001054365939010165, 'epoch': 0.47}
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{'loss': 4.2852, 'grad_norm': 0.11928576976060867, 'learning_rate': 0.00010522829528411933, 'epoch': 0.47}
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{'loss': 4.2387, 'grad_norm': 0.12749941647052765, 'learning_rate': 0.00010501999666722213, 'epoch': 0.47}
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                                                         {'loss': 4.2716, 'grad_norm': 0.10764901340007782, 'learning_rate': 0.00010481169805032496, 'epoch': 0.48}

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                                                         {'loss': 4.2956, 'grad_norm': 0.10352559387683868, 'learning_rate': 0.00010460339943342777, 'epoch': 0.48}

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{'loss': 4.2498, 'grad_norm': 0.1014963835477829, 'learning_rate': 0.00010418680219963339, 'epoch': 0.48}
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                                                         {'loss': 4.3075, 'grad_norm': 0.10731831938028336, 'learning_rate': 0.00010397850358273622, 'epoch': 0.48}

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                                                         {'loss': 4.2519, 'grad_norm': 0.10075594484806061, 'learning_rate': 0.00010377020496583902, 'epoch': 0.48}

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                                                         {'loss': 4.2547, 'grad_norm': 0.10632503032684326, 'learning_rate': 0.00010356190634894185, 'epoch': 0.48}

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                                                         {'loss': 4.2492, 'grad_norm': 0.10155388712882996, 'learning_rate': 0.00010335360773204466, 'epoch': 0.48}

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                                                         {'loss': 4.2545, 'grad_norm': 0.10937795788049698, 'learning_rate': 0.00010314530911514748, 'epoch': 0.48}

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{'loss': 4.2801, 'grad_norm': 0.09595613926649094, 'learning_rate': 0.00010293701049825028, 'epoch': 0.49}
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{'loss': 4.2421, 'grad_norm': 0.10443896055221558, 'learning_rate': 0.00010272871188135311, 'epoch': 0.49}
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                                                         {'loss': 4.2804, 'grad_norm': 0.10522150248289108, 'learning_rate': 0.00010252041326445594, 'epoch': 0.49}

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{'loss': 4.2635, 'grad_norm': 0.10222429037094116, 'learning_rate': 0.00010231211464755875, 'epoch': 0.49}
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{'loss': 4.3141, 'grad_norm': 0.10886640846729279, 'learning_rate': 0.00010210381603066158, 'epoch': 0.49}
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{'loss': 4.3121, 'grad_norm': 0.09055037796497345, 'learning_rate': 0.00010189551741376438, 'epoch': 0.49}
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{'loss': 4.2782, 'grad_norm': 0.09064894169569016, 'learning_rate': 0.0001016872187968672, 'epoch': 0.49}
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                                                         {'loss': 4.2846, 'grad_norm': 0.1062418594956398, 'learning_rate': 0.00010147892017997, 'epoch': 0.49}

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                                                         {'loss': 4.2071, 'grad_norm': 0.09457848221063614, 'learning_rate': 0.00010127062156307283, 'epoch': 0.49}

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                                                         {'loss': 4.3102, 'grad_norm': 0.095205157995224, 'learning_rate': 0.00010106232294617564, 'epoch': 0.49}

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                                                         {'loss': 4.2385, 'grad_norm': 0.10773184150457382, 'learning_rate': 0.00010085402432927847, 'epoch': 0.5}

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                                                         {'loss': 4.2534, 'grad_norm': 0.09590070694684982, 'learning_rate': 0.00010064572571238127, 'epoch': 0.5}

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                                                         {'loss': 4.2579, 'grad_norm': 0.0963331088423729, 'learning_rate': 0.00010043742709548409, 'epoch': 0.5}

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                                                         {'loss': 4.2646, 'grad_norm': 0.2805793881416321, 'learning_rate': 0.00010022912847858689, 'epoch': 0.5}

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{'loss': 4.2498, 'grad_norm': 0.2298388034105301, 'learning_rate': 0.00010002082986168972, 'epoch': 0.5}
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{'loss': 4.2672, 'grad_norm': 0.2132105529308319, 'learning_rate': 9.981253124479254e-05, 'epoch': 0.5}
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                                                         {'loss': 4.2185, 'grad_norm': 0.34934237599372864, 'learning_rate': 9.960423262789536e-05, 'epoch': 0.5}

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                                                         {'loss': 4.3179, 'grad_norm': 0.5745090246200562, 'learning_rate': 9.939593401099818e-05, 'epoch': 0.5}

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                                                         {'loss': 4.2964, 'grad_norm': 0.47107359766960144, 'learning_rate': 9.918763539410099e-05, 'epoch': 0.5}

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                                                         {'loss': 4.2919, 'grad_norm': 0.4205133616924286, 'learning_rate': 9.89793367772038e-05, 'epoch': 0.51}

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                                                         {'loss': 4.233, 'grad_norm': 0.42545509338378906, 'learning_rate': 9.877103816030661e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2254, 'grad_norm': 0.20688384771347046, 'learning_rate': 9.856273954340943e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2884, 'grad_norm': 0.1881786584854126, 'learning_rate': 9.835444092651225e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2843, 'grad_norm': 0.17128649353981018, 'learning_rate': 9.814614230961507e-05, 'epoch': 0.51}

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                                                         {'loss': 4.3019, 'grad_norm': 0.12402069568634033, 'learning_rate': 9.793784369271788e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2446, 'grad_norm': 0.10337116569280624, 'learning_rate': 9.77295450758207e-05, 'epoch': 0.51}

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{'loss': 4.2312, 'grad_norm': 0.10196996480226517, 'learning_rate': 9.752124645892352e-05, 'epoch': 0.51}
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                                                         {'loss': 4.3159, 'grad_norm': 0.09422220289707184, 'learning_rate': 9.731294784202634e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2428, 'grad_norm': 0.09867391735315323, 'learning_rate': 9.710464922512915e-05, 'epoch': 0.51}

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                                                         {'loss': 4.2453, 'grad_norm': 0.10162918269634247, 'learning_rate': 9.689635060823197e-05, 'epoch': 0.52}

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                                                         {'loss': 4.2573, 'grad_norm': 0.10341614484786987, 'learning_rate': 9.668805199133479e-05, 'epoch': 0.52}

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                                                         {'loss': 4.3088, 'grad_norm': 0.09308039397001266, 'learning_rate': 9.64797533744376e-05, 'epoch': 0.52}

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                                                         {'loss': 4.2867, 'grad_norm': 0.16410855948925018, 'learning_rate': 9.627145475754041e-05, 'epoch': 0.52}

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                                                         {'loss': 4.3182, 'grad_norm': 0.17093433439731598, 'learning_rate': 9.606315614064323e-05, 'epoch': 0.52}

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                                                         {'loss': 4.272, 'grad_norm': 0.09637327492237091, 'learning_rate': 9.585485752374604e-05, 'epoch': 0.52}

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                                                         {'loss': 4.2713, 'grad_norm': 0.10130547732114792, 'learning_rate': 9.564655890684886e-05, 'epoch': 0.52}

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                                                         {'loss': 4.2781, 'grad_norm': 0.10107411444187164, 'learning_rate': 9.543826028995168e-05, 'epoch': 0.52}

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                                                         {'loss': 4.2902, 'grad_norm': 0.09796366840600967, 'learning_rate': 9.52299616730545e-05, 'epoch': 0.52}

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{'loss': 4.2568, 'grad_norm': 0.10524655878543854, 'learning_rate': 9.502166305615731e-05, 'epoch': 0.52}
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                                                         {'loss': 4.2947, 'grad_norm': 0.0995543822646141, 'learning_rate': 9.481336443926013e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2357, 'grad_norm': 0.10201646387577057, 'learning_rate': 9.460506582236295e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2586, 'grad_norm': 0.10218922793865204, 'learning_rate': 9.439676720546576e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2685, 'grad_norm': 0.09977495670318604, 'learning_rate': 9.418846858856858e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2912, 'grad_norm': 0.09376726299524307, 'learning_rate': 9.39801699716714e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2657, 'grad_norm': 0.09872251003980637, 'learning_rate': 9.37718713547742e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2206, 'grad_norm': 0.09669774770736694, 'learning_rate': 9.356357273787702e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2676, 'grad_norm': 0.09618300199508667, 'learning_rate': 9.335527412097984e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2648, 'grad_norm': 0.11333248019218445, 'learning_rate': 9.314697550408266e-05, 'epoch': 0.53}

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                                                         {'loss': 4.2926, 'grad_norm': 0.269523948431015, 'learning_rate': 9.293867688718547e-05, 'epoch': 0.54}

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{'loss': 4.2444, 'grad_norm': 0.24758580327033997, 'learning_rate': 9.273037827028829e-05, 'epoch': 0.54}
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                                                         {'loss': 4.2672, 'grad_norm': 0.34313443303108215, 'learning_rate': 9.252207965339111e-05, 'epoch': 0.54}

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                                                         {'loss': 4.2885, 'grad_norm': 0.42983436584472656, 'learning_rate': 9.231378103649391e-05, 'epoch': 0.54}

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                                                         {'loss': 4.2315, 'grad_norm': 0.23226407170295715, 'learning_rate': 9.210548241959673e-05, 'epoch': 0.54}

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                                                         {'loss': 4.27, 'grad_norm': 0.4195554256439209, 'learning_rate': 9.189718380269955e-05, 'epoch': 0.54}

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                                                         {'loss': 4.274, 'grad_norm': 0.31287431716918945, 'learning_rate': 9.168888518580238e-05, 'epoch': 0.54}

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                                                         {'loss': 4.271, 'grad_norm': 0.32380211353302, 'learning_rate': 9.14805865689052e-05, 'epoch': 0.54}

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                                                         {'loss': 4.2554, 'grad_norm': 0.17708083987236023, 'learning_rate': 9.127228795200801e-05, 'epoch': 0.54}

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                                                         {'loss': 4.2244, 'grad_norm': 0.12946611642837524, 'learning_rate': 9.106398933511082e-05, 'epoch': 0.54}

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{'loss': 4.2363, 'grad_norm': 0.10202676057815552, 'learning_rate': 9.085569071821363e-05, 'epoch': 0.55}
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                                                         {'loss': 4.2468, 'grad_norm': 0.09741941094398499, 'learning_rate': 9.064739210131645e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2893, 'grad_norm': 0.18084391951560974, 'learning_rate': 9.043909348441927e-05, 'epoch': 0.55}


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                                                         {'loss': 4.2493, 'grad_norm': 0.10345157980918884, 'learning_rate': 9.023079486752209e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2978, 'grad_norm': 0.11831668019294739, 'learning_rate': 9.00224962506249e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2622, 'grad_norm': 0.0978589877486229, 'learning_rate': 8.981419763372772e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2283, 'grad_norm': 0.15252329409122467, 'learning_rate': 8.960589901683052e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2249, 'grad_norm': 0.12025136500597, 'learning_rate': 8.939760039993334e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2983, 'grad_norm': 0.14819709956645966, 'learning_rate': 8.918930178303616e-05, 'epoch': 0.55}

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                                                         {'loss': 4.2582, 'grad_norm': 0.1162392869591713, 'learning_rate': 8.898100316613898e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2347, 'grad_norm': 0.09835109859704971, 'learning_rate': 8.877270454924179e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2536, 'grad_norm': 0.10044992715120316, 'learning_rate': 8.856440593234462e-05, 'epoch': 0.56}

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                                                         {'loss': 4.255, 'grad_norm': 0.08815757930278778, 'learning_rate': 8.835610731544743e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2544, 'grad_norm': 0.25157031416893005, 'learning_rate': 8.814780869855025e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2579, 'grad_norm': 0.10399050265550613, 'learning_rate': 8.793951008165306e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2649, 'grad_norm': 0.10059887915849686, 'learning_rate': 8.773121146475588e-05, 'epoch': 0.56}

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                                                         {'loss': 4.226, 'grad_norm': 0.11113637685775757, 'learning_rate': 8.75229128478587e-05, 'epoch': 0.56}

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{'loss': 4.263, 'grad_norm': 0.12060751765966415, 'learning_rate': 8.731461423096151e-05, 'epoch': 0.56}
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                                                         {'loss': 4.2967, 'grad_norm': 0.38906556367874146, 'learning_rate': 8.710631561406433e-05, 'epoch': 0.56}

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                                                         {'loss': 4.2957, 'grad_norm': 0.15340209007263184, 'learning_rate': 8.689801699716714e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2622, 'grad_norm': 0.15285524725914001, 'learning_rate': 8.668971838026995e-05, 'epoch': 0.57}

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{'loss': 4.2596, 'grad_norm': 0.30058547854423523, 'learning_rate': 8.648141976337277e-05, 'epoch': 0.57}
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{'loss': 4.2541, 'grad_norm': 0.3377652168273926, 'learning_rate': 8.627312114647559e-05, 'epoch': 0.57}
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                                                         {'loss': 4.3008, 'grad_norm': 0.25290051102638245, 'learning_rate': 8.60648225295784e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2547, 'grad_norm': 0.15644462406635284, 'learning_rate': 8.585652391268122e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2412, 'grad_norm': 0.23523220419883728, 'learning_rate': 8.564822529578404e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2461, 'grad_norm': 0.31663668155670166, 'learning_rate': 8.543992667888686e-05, 'epoch': 0.57}

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                                                         {'loss': 4.266, 'grad_norm': 0.2498023957014084, 'learning_rate': 8.523162806198967e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2194, 'grad_norm': 0.18719229102134705, 'learning_rate': 8.502332944509249e-05, 'epoch': 0.57}

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                                                         {'loss': 4.2279, 'grad_norm': 0.1626552790403366, 'learning_rate': 8.481503082819531e-05, 'epoch': 0.58}

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{'loss': 4.2566, 'grad_norm': 0.1462598443031311, 'learning_rate': 8.460673221129813e-05, 'epoch': 0.58}
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                                                         {'loss': 4.2241, 'grad_norm': 0.11338072270154953, 'learning_rate': 8.439843359440094e-05, 'epoch': 0.58}

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                                                         {'loss': 4.2594, 'grad_norm': 0.10858795791864395, 'learning_rate': 8.419013497750375e-05, 'epoch': 0.58}

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                                                         {'loss': 4.2422, 'grad_norm': 0.19956903159618378, 'learning_rate': 8.398183636060657e-05, 'epoch': 0.58}

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                                                         {'loss': 4.2221, 'grad_norm': 0.09577997773885727, 'learning_rate': 8.377353774370938e-05, 'epoch': 0.58}

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                                                         {'loss': 4.2361, 'grad_norm': 0.10412184149026871, 'learning_rate': 8.35652391268122e-05, 'epoch': 0.58}

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                                                         {'loss': 4.254, 'grad_norm': 0.09227026253938675, 'learning_rate': 8.335694050991502e-05, 'epoch': 0.58}

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                                                         {'loss': 4.2584, 'grad_norm': 0.09802678972482681, 'learning_rate': 8.314864189301783e-05, 'epoch': 0.58}

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                                                         {'loss': 4.259, 'grad_norm': 0.1073903813958168, 'learning_rate': 8.294034327612065e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2432, 'grad_norm': 0.09919119626283646, 'learning_rate': 8.273204465922346e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2562, 'grad_norm': 0.10647284984588623, 'learning_rate': 8.252374604232627e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2028, 'grad_norm': 0.10141987353563309, 'learning_rate': 8.23154474254291e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2762, 'grad_norm': 0.09600451588630676, 'learning_rate': 8.210714880853192e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2462, 'grad_norm': 0.1004864051938057, 'learning_rate': 8.189885019163474e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2259, 'grad_norm': 0.09059841185808182, 'learning_rate': 8.169055157473756e-05, 'epoch': 0.59}

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                                                         {'loss': 4.2313, 'grad_norm': 0.10183274000883102, 'learning_rate': 8.148225295784036e-05, 'epoch': 0.59}

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                                                         {'loss': 4.3055, 'grad_norm': 0.09581820666790009, 'learning_rate': 8.127395434094318e-05, 'epoch': 0.59}

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{'loss': 4.1879, 'grad_norm': 0.09732897579669952, 'learning_rate': 8.1065655724046e-05, 'epoch': 0.59}
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                                                         {'loss': 4.2559, 'grad_norm': 0.23318611085414886, 'learning_rate': 8.085735710714881e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2302, 'grad_norm': 0.11137866228818893, 'learning_rate': 8.064905849025163e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2864, 'grad_norm': 0.10133570432662964, 'learning_rate': 8.044075987335445e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2368, 'grad_norm': 0.09129637479782104, 'learning_rate': 8.023246125645726e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2809, 'grad_norm': 0.09491614252328873, 'learning_rate': 8.002416263956007e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2302, 'grad_norm': 0.11616389453411102, 'learning_rate': 7.981586402266289e-05, 'epoch': 0.6}

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                                                         {'loss': 4.2261, 'grad_norm': 0.21193665266036987, 'learning_rate': 7.96075654057657e-05, 'epoch': 0.6}

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{'loss': 4.2335, 'grad_norm': 0.1630907505750656, 'learning_rate': 7.939926678886852e-05, 'epoch': 0.6}
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{'loss': 4.257, 'grad_norm': 0.25477269291877747, 'learning_rate': 7.919096817197135e-05, 'epoch': 0.6}
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{'loss': 4.2267, 'grad_norm': 0.5019190311431885, 'learning_rate': 7.898266955507417e-05, 'epoch': 0.61}
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                                                         {'loss': 4.2309, 'grad_norm': 0.4536498188972473, 'learning_rate': 7.877437093817697e-05, 'epoch': 0.61}

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                                                         {'loss': 4.2226, 'grad_norm': 0.5306329727172852, 'learning_rate': 7.856607232127979e-05, 'epoch': 0.61}

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                                                         {'loss': 4.2588, 'grad_norm': 0.3241690695285797, 'learning_rate': 7.835777370438261e-05, 'epoch': 0.61}

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                                                         {'loss': 4.2992, 'grad_norm': 0.17918623983860016, 'learning_rate': 7.814947508748542e-05, 'epoch': 0.61}

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                                                         {'loss': 4.2196, 'grad_norm': 0.1334126591682434, 'learning_rate': 7.794117647058824e-05, 'epoch': 0.61}

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{'loss': 4.2809, 'grad_norm': 0.12416349351406097, 'learning_rate': 7.773287785369106e-05, 'epoch': 0.61}
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                                                         {'loss': 4.3005, 'grad_norm': 0.09973541647195816, 'learning_rate': 7.752457923679388e-05, 'epoch': 0.61}

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{'loss': 4.2389, 'grad_norm': 0.1077885851264, 'learning_rate': 7.731628061989668e-05, 'epoch': 0.61}
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                                                         {'loss': 4.1938, 'grad_norm': 0.10767840594053268, 'learning_rate': 7.71079820029995e-05, 'epoch': 0.61}

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                                                         {'loss': 4.2318, 'grad_norm': 0.20494113862514496, 'learning_rate': 7.689968338610232e-05, 'epoch': 0.62}

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                                                         {'loss': 4.2912, 'grad_norm': 0.12456224113702774, 'learning_rate': 7.669138476920513e-05, 'epoch': 0.62}

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                                                         {'loss': 4.2684, 'grad_norm': 0.10626444965600967, 'learning_rate': 7.648308615230795e-05, 'epoch': 0.62}

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{'loss': 4.2369, 'grad_norm': 0.10001035779714584, 'learning_rate': 7.627478753541077e-05, 'epoch': 0.62}
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                                                         {'loss': 4.2773, 'grad_norm': 0.09554041177034378, 'learning_rate': 7.606648891851358e-05, 'epoch': 0.62}

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                                                         {'loss': 4.2737, 'grad_norm': 0.09456098824739456, 'learning_rate': 7.58581903016164e-05, 'epoch': 0.62}

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                                                         {'loss': 4.285, 'grad_norm': 0.09681292623281479, 'learning_rate': 7.564989168471922e-05, 'epoch': 0.62}

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{'loss': 4.2418, 'grad_norm': 0.10063529759645462, 'learning_rate': 7.544159306782204e-05, 'epoch': 0.62}
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{'loss': 4.2153, 'grad_norm': 0.10209718346595764, 'learning_rate': 7.523329445092485e-05, 'epoch': 0.62}
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                                                         {'loss': 4.2917, 'grad_norm': 0.08727554976940155, 'learning_rate': 7.502499583402767e-05, 'epoch': 0.62}

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                                                         {'loss': 4.3221, 'grad_norm': 0.09882407635450363, 'learning_rate': 7.481669721713049e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2696, 'grad_norm': 0.08750496804714203, 'learning_rate': 7.460839860023329e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2235, 'grad_norm': 0.10806053131818771, 'learning_rate': 7.440009998333611e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2106, 'grad_norm': 0.09357994049787521, 'learning_rate': 7.419180136643893e-05, 'epoch': 0.63}

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                                                         {'loss': 4.1974, 'grad_norm': 0.08794962614774704, 'learning_rate': 7.398350274954174e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2987, 'grad_norm': 0.08663498610258102, 'learning_rate': 7.377520413264456e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2511, 'grad_norm': 0.10024019330739975, 'learning_rate': 7.356690551574738e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2637, 'grad_norm': 0.09491369873285294, 'learning_rate': 7.33586068988502e-05, 'epoch': 0.63}

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                                                         {'loss': 4.2996, 'grad_norm': 0.09766797721385956, 'learning_rate': 7.3150308281953e-05, 'epoch': 0.63}

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{'loss': 4.2657, 'grad_norm': 0.09544958174228668, 'learning_rate': 7.294200966505583e-05, 'epoch': 0.64}
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                                                         {'loss': 4.2699, 'grad_norm': 0.1731705367565155, 'learning_rate': 7.273371104815865e-05, 'epoch': 0.64}

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{'loss': 4.2686, 'grad_norm': 0.14166595041751862, 'learning_rate': 7.252541243126147e-05, 'epoch': 0.64}
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                                                         {'loss': 4.2286, 'grad_norm': 0.1256369799375534, 'learning_rate': 7.231711381436428e-05, 'epoch': 0.64}

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                                                         {'loss': 4.2651, 'grad_norm': 0.10613225400447845, 'learning_rate': 7.21088151974671e-05, 'epoch': 0.64}

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                                                         {'loss': 4.2499, 'grad_norm': 0.2604418098926544, 'learning_rate': 7.19005165805699e-05, 'epoch': 0.64}

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{'loss': 4.2537, 'grad_norm': 0.1738353967666626, 'learning_rate': 7.169221796367272e-05, 'epoch': 0.64}
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                                                         {'loss': 4.2793, 'grad_norm': 0.3355526924133301, 'learning_rate': 7.148391934677554e-05, 'epoch': 0.64}

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{'loss': 4.256, 'grad_norm': 0.20833554863929749, 'learning_rate': 7.127562072987836e-05, 'epoch': 0.64}
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                                                         {'loss': 4.2347, 'grad_norm': 0.35837146639823914, 'learning_rate': 7.106732211298117e-05, 'epoch': 0.64}

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                                                         {'loss': 4.2709, 'grad_norm': 0.164352148771286, 'learning_rate': 7.085902349608399e-05, 'epoch': 0.65}

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{'loss': 4.1981, 'grad_norm': 0.14920927584171295, 'learning_rate': 7.065072487918681e-05, 'epoch': 0.65}
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                                                         {'loss': 4.2306, 'grad_norm': 0.2687179744243622, 'learning_rate': 7.044242626228961e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2871, 'grad_norm': 0.20026536285877228, 'learning_rate': 7.023412764539243e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2829, 'grad_norm': 0.15818241238594055, 'learning_rate': 7.002582902849525e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2676, 'grad_norm': 0.2791273593902588, 'learning_rate': 6.981753041159808e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2103, 'grad_norm': 0.12080289423465729, 'learning_rate': 6.96092317947009e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2307, 'grad_norm': 0.12920184433460236, 'learning_rate': 6.94009331778037e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2593, 'grad_norm': 0.08631892502307892, 'learning_rate': 6.919263456090652e-05, 'epoch': 0.65}

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                                                         {'loss': 4.2576, 'grad_norm': 0.10185058414936066, 'learning_rate': 6.898433594400933e-05, 'epoch': 0.66}

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                                                         {'loss': 4.2851, 'grad_norm': 0.09768413752317429, 'learning_rate': 6.877603732711215e-05, 'epoch': 0.66}

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                                                         {'loss': 4.261, 'grad_norm': 0.19832278788089752, 'learning_rate': 6.856773871021497e-05, 'epoch': 0.66}

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                                                         {'loss': 4.2597, 'grad_norm': 0.10477619618177414, 'learning_rate': 6.835944009331779e-05, 'epoch': 0.66}

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                                                         {'loss': 4.2601, 'grad_norm': 0.09271809458732605, 'learning_rate': 6.81511414764206e-05, 'epoch': 0.66}

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                                                         {'loss': 4.343, 'grad_norm': 0.09562484920024872, 'learning_rate': 6.794284285952341e-05, 'epoch': 0.66}

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                                                         {'loss': 4.2499, 'grad_norm': 0.10441122204065323, 'learning_rate': 6.773454424262623e-05, 'epoch': 0.66}

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{'loss': 4.2883, 'grad_norm': 0.0999365746974945, 'learning_rate': 6.752624562572904e-05, 'epoch': 0.66}
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                                                         {'loss': 4.2365, 'grad_norm': 0.08762778341770172, 'learning_rate': 6.731794700883186e-05, 'epoch': 0.66}

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                                                         {'loss': 4.2641, 'grad_norm': 0.1036529541015625, 'learning_rate': 6.710964839193468e-05, 'epoch': 0.66}

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                                                         {'loss': 4.3, 'grad_norm': 0.08310015499591827, 'learning_rate': 6.69013497750375e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2391, 'grad_norm': 0.10010155290365219, 'learning_rate': 6.669305115814031e-05, 'epoch': 0.67}

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                                                         {'loss': 4.1982, 'grad_norm': 0.12564557790756226, 'learning_rate': 6.648475254124313e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2207, 'grad_norm': 0.10705572366714478, 'learning_rate': 6.627645392434595e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2364, 'grad_norm': 0.10176759213209152, 'learning_rate': 6.606815530744876e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2561, 'grad_norm': 0.32504594326019287, 'learning_rate': 6.585985669055158e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2151, 'grad_norm': 0.2230541855096817, 'learning_rate': 6.56515580736544e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2488, 'grad_norm': 0.29646363854408264, 'learning_rate': 6.544325945675722e-05, 'epoch': 0.67}

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                                                         {'loss': 4.235, 'grad_norm': 0.35062506794929504, 'learning_rate': 6.523496083986002e-05, 'epoch': 0.67}

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                                                         {'loss': 4.2751, 'grad_norm': 0.2601616084575653, 'learning_rate': 6.502666222296284e-05, 'epoch': 0.67}

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                                                         {'loss': 4.3063, 'grad_norm': 0.21192212402820587, 'learning_rate': 6.481836360606565e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2741, 'grad_norm': 0.12950605154037476, 'learning_rate': 6.461006498916847e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2772, 'grad_norm': 0.13806875050067902, 'learning_rate': 6.440176637227129e-05, 'epoch': 0.68}

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                                                         {'loss': 4.3451, 'grad_norm': 0.12124065309762955, 'learning_rate': 6.419346775537411e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2863, 'grad_norm': 0.09583454579114914, 'learning_rate': 6.398516913847692e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2605, 'grad_norm': 0.10505916178226471, 'learning_rate': 6.377687052157973e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2465, 'grad_norm': 0.09522908180952072, 'learning_rate': 6.356857190468256e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2002, 'grad_norm': 0.09983784705400467, 'learning_rate': 6.336027328778538e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2191, 'grad_norm': 0.09273593872785568, 'learning_rate': 6.31519746708882e-05, 'epoch': 0.68}

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                                                         {'loss': 4.2687, 'grad_norm': 0.10425113886594772, 'learning_rate': 6.294367605399101e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2639, 'grad_norm': 0.09387688338756561, 'learning_rate': 6.273537743709383e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2239, 'grad_norm': 0.09644252806901932, 'learning_rate': 6.252707882019663e-05, 'epoch': 0.69}

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{'loss': 4.2619, 'grad_norm': 0.10301640629768372, 'learning_rate': 6.231878020329945e-05, 'epoch': 0.69}
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{'loss': 4.2484, 'grad_norm': 0.0959448292851448, 'learning_rate': 6.211048158640227e-05, 'epoch': 0.69}
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                                                         {'loss': 4.275, 'grad_norm': 0.09154179692268372, 'learning_rate': 6.190218296950508e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2129, 'grad_norm': 0.09852652251720428, 'learning_rate': 6.16938843526079e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2694, 'grad_norm': 0.09559914469718933, 'learning_rate': 6.148558573571072e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2337, 'grad_norm': 0.09417012333869934, 'learning_rate': 6.127728711881354e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2525, 'grad_norm': 0.09613911062479019, 'learning_rate': 6.106898850191634e-05, 'epoch': 0.69}

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                                                         {'loss': 4.2749, 'grad_norm': 0.10009284317493439, 'learning_rate': 6.0860689885019164e-05, 'epoch': 0.7}

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                                                         {'loss': 4.2867, 'grad_norm': 0.1044585108757019, 'learning_rate': 6.0652391268121975e-05, 'epoch': 0.7}

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                                                         {'loss': 4.1469, 'grad_norm': 0.1001361533999443, 'learning_rate': 6.0444092651224806e-05, 'epoch': 0.7}

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                                                         {'loss': 4.2596, 'grad_norm': 0.08741802722215652, 'learning_rate': 6.0235794034327617e-05, 'epoch': 0.7}

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                                                         {'loss': 4.2471, 'grad_norm': 0.09657225757837296, 'learning_rate': 6.0027495417430434e-05, 'epoch': 0.7}

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                                                         {'loss': 4.3145, 'grad_norm': 0.09963606297969818, 'learning_rate': 5.981919680053325e-05, 'epoch': 0.7}

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                                                         {'loss': 4.2357, 'grad_norm': 0.10929867625236511, 'learning_rate': 5.961089818363607e-05, 'epoch': 0.7}

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{'loss': 4.2172, 'grad_norm': 0.09935475140810013, 'learning_rate': 5.940259956673888e-05, 'epoch': 0.7}
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{'loss': 4.2563, 'grad_norm': 0.20926640927791595, 'learning_rate': 5.91943009498417e-05, 'epoch': 0.7}
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                                                         {'loss': 4.2827, 'grad_norm': 0.09427396208047867, 'learning_rate': 5.8986002332944514e-05, 'epoch': 0.71}

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                                                         {'loss': 4.3061, 'grad_norm': 0.1045113205909729, 'learning_rate': 5.8777703716047325e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2353, 'grad_norm': 0.1058223620057106, 'learning_rate': 5.856940509915014e-05, 'epoch': 0.71}

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                                                         {'loss': 4.1993, 'grad_norm': 0.14674589037895203, 'learning_rate': 5.836110648225296e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2166, 'grad_norm': 0.18872427940368652, 'learning_rate': 5.815280786535578e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2905, 'grad_norm': 0.3353482484817505, 'learning_rate': 5.794450924845859e-05, 'epoch': 0.71}

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{'loss': 4.2551, 'grad_norm': 0.17192897200584412, 'learning_rate': 5.7736210631561405e-05, 'epoch': 0.71}
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                                                         {'loss': 4.2484, 'grad_norm': 0.16839541494846344, 'learning_rate': 5.752791201466422e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2264, 'grad_norm': 0.11643790453672409, 'learning_rate': 5.7319613397767046e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2565, 'grad_norm': 0.14870651066303253, 'learning_rate': 5.7111314780869864e-05, 'epoch': 0.71}

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                                                         {'loss': 4.2937, 'grad_norm': 0.16801436245441437, 'learning_rate': 5.690301616397268e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2579, 'grad_norm': 0.11310841143131256, 'learning_rate': 5.669471754707549e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2249, 'grad_norm': 0.1138455718755722, 'learning_rate': 5.648641893017831e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2464, 'grad_norm': 0.2426837533712387, 'learning_rate': 5.6278120313281126e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2634, 'grad_norm': 0.09781728684902191, 'learning_rate': 5.606982169638394e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2582, 'grad_norm': 0.16616782546043396, 'learning_rate': 5.5861523079486754e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2485, 'grad_norm': 0.10124015063047409, 'learning_rate': 5.565322446258957e-05, 'epoch': 0.72}

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                                                         {'loss': 4.248, 'grad_norm': 0.10720954090356827, 'learning_rate': 5.544492584569239e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2909, 'grad_norm': 0.09692464023828506, 'learning_rate': 5.52366272287952e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2304, 'grad_norm': 0.10102173686027527, 'learning_rate': 5.502832861189802e-05, 'epoch': 0.72}

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                                                         {'loss': 4.2795, 'grad_norm': 0.1011313945055008, 'learning_rate': 5.4820029995000834e-05, 'epoch': 0.73}

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                                                         {'loss': 4.2641, 'grad_norm': 0.08504245430231094, 'learning_rate': 5.4611731378103645e-05, 'epoch': 0.73}

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                                                         {'loss': 4.25, 'grad_norm': 0.08855153620243073, 'learning_rate': 5.440343276120646e-05, 'epoch': 0.73}

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{'loss': 4.2437, 'grad_norm': 0.089079350233078, 'learning_rate': 5.4195134144309286e-05, 'epoch': 0.73}
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                                                         {'loss': 4.2444, 'grad_norm': 0.0968569964170456, 'learning_rate': 5.3986835527412104e-05, 'epoch': 0.73}

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{'loss': 4.2535, 'grad_norm': 0.09155453741550446, 'learning_rate': 5.377853691051492e-05, 'epoch': 0.73}
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                                                         {'loss': 4.326, 'grad_norm': 0.14754153788089752, 'learning_rate': 5.357023829361774e-05, 'epoch': 0.73}

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                                                         {'loss': 4.2566, 'grad_norm': 0.1041310578584671, 'learning_rate': 5.336193967672055e-05, 'epoch': 0.73}

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                                                         {'loss': 4.2812, 'grad_norm': 0.10359568893909454, 'learning_rate': 5.3153641059823366e-05, 'epoch': 0.73}

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                                                         {'loss': 4.223, 'grad_norm': 0.11778523772954941, 'learning_rate': 5.2945342442926184e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2813, 'grad_norm': 0.09922891855239868, 'learning_rate': 5.2737043826029e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2296, 'grad_norm': 0.09557134658098221, 'learning_rate': 5.252874520913181e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2909, 'grad_norm': 0.09982365369796753, 'learning_rate': 5.232044659223463e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2411, 'grad_norm': 0.11406248062849045, 'learning_rate': 5.2112147975337446e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2393, 'grad_norm': 0.09649866074323654, 'learning_rate': 5.190384935844026e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2455, 'grad_norm': 0.09915521740913391, 'learning_rate': 5.1695550741543074e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2688, 'grad_norm': 0.1871548891067505, 'learning_rate': 5.148725212464589e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2296, 'grad_norm': 0.10272764414548874, 'learning_rate': 5.127895350774871e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2347, 'grad_norm': 0.249411940574646, 'learning_rate': 5.107065489085153e-05, 'epoch': 0.74}

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                                                         {'loss': 4.2243, 'grad_norm': 0.4511042833328247, 'learning_rate': 5.086235627395435e-05, 'epoch': 0.75}

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                                                         {'loss': 4.2638, 'grad_norm': 0.1453992873430252, 'learning_rate': 5.065405765705716e-05, 'epoch': 0.75}

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{'loss': 4.2257, 'grad_norm': 0.10965533554553986, 'learning_rate': 5.044575904015998e-05, 'epoch': 0.75}
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                                                         {'loss': 4.2717, 'grad_norm': 0.1213371679186821, 'learning_rate': 5.0237460423262796e-05, 'epoch': 0.75}

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                                                         {'loss': 4.2689, 'grad_norm': 0.09873522818088531, 'learning_rate': 5.0029161806365607e-05, 'epoch': 0.75}

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                                                         {'loss': 4.245, 'grad_norm': 0.14177314937114716, 'learning_rate': 4.9820863189468424e-05, 'epoch': 0.75}

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                                                         {'loss': 4.2858, 'grad_norm': 0.17569588124752045, 'learning_rate': 4.961256457257124e-05, 'epoch': 0.75}

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                                                         {'loss': 4.2675, 'grad_norm': 0.17596609890460968, 'learning_rate': 4.940426595567406e-05, 'epoch': 0.75}

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                                                         {'loss': 4.26, 'grad_norm': 0.21532635390758514, 'learning_rate': 4.919596733877687e-05, 'epoch': 0.75}

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                                                         {'loss': 4.2744, 'grad_norm': 0.2674649655818939, 'learning_rate': 4.898766872187969e-05, 'epoch': 0.76}

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                                                         {'loss': 4.2531, 'grad_norm': 0.16366107761859894, 'learning_rate': 4.857107148808532e-05, 'epoch': 0.76}

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{'loss': 4.2198, 'grad_norm': 0.11143587529659271, 'learning_rate': 4.836277287118814e-05, 'epoch': 0.76}
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                                                         {'loss': 4.2915, 'grad_norm': 0.13256734609603882, 'learning_rate': 4.8154474254290956e-05, 'epoch': 0.76}

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{'loss': 4.2126, 'grad_norm': 0.1782967448234558, 'learning_rate': 4.794617563739377e-05, 'epoch': 0.76}
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                                                         {'loss': 4.2632, 'grad_norm': 0.10972245037555695, 'learning_rate': 4.7737877020496584e-05, 'epoch': 0.76}

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                                                         {'loss': 4.2113, 'grad_norm': 0.11286302655935287, 'learning_rate': 4.75295784035994e-05, 'epoch': 0.76}

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                                                         {'loss': 4.2799, 'grad_norm': 0.20336218178272247, 'learning_rate': 4.732127978670222e-05, 'epoch': 0.76}

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                                                         {'loss': 4.2486, 'grad_norm': 0.10241402685642242, 'learning_rate': 4.6904682552907854e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2501, 'grad_norm': 0.10344714671373367, 'learning_rate': 4.669638393601067e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2649, 'grad_norm': 0.09825055301189423, 'learning_rate': 4.648808531911348e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2268, 'grad_norm': 0.11423885822296143, 'learning_rate': 4.62797867022163e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2515, 'grad_norm': 0.10040818154811859, 'learning_rate': 4.6071488085319116e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2363, 'grad_norm': 0.09677980095148087, 'learning_rate': 4.586318946842193e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2383, 'grad_norm': 0.0926712304353714, 'learning_rate': 4.5654890851524744e-05, 'epoch': 0.77}

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                                                         {'loss': 4.2539, 'grad_norm': 0.11021985858678818, 'learning_rate': 4.544659223462757e-05, 'epoch': 0.77}

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{'loss': 4.273, 'grad_norm': 0.0978398323059082, 'learning_rate': 4.523829361773038e-05, 'epoch': 0.77}
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{'loss': 4.2883, 'grad_norm': 0.09996742755174637, 'learning_rate': 4.5029995000833196e-05, 'epoch': 0.77}
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{'loss': 4.2401, 'grad_norm': 0.08932360261678696, 'learning_rate': 4.4821696383936014e-05, 'epoch': 0.78}
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                                                         {'loss': 4.2609, 'grad_norm': 0.09657511860132217, 'learning_rate': 4.461339776703883e-05, 'epoch': 0.78}

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{'loss': 4.3014, 'grad_norm': 0.10506124049425125, 'learning_rate': 4.440509915014164e-05, 'epoch': 0.78}
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                                                         {'loss': 4.2307, 'grad_norm': 0.09494037926197052, 'learning_rate': 4.419680053324446e-05, 'epoch': 0.78}

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                                                         {'loss': 4.2217, 'grad_norm': 0.1011294573545456, 'learning_rate': 4.398850191634728e-05, 'epoch': 0.78}

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                                                         {'loss': 4.263, 'grad_norm': 0.09973572939634323, 'learning_rate': 4.3780203299450094e-05, 'epoch': 0.78}

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                                                         {'loss': 4.3138, 'grad_norm': 0.0963842049241066, 'learning_rate': 4.357190468255291e-05, 'epoch': 0.78}

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                                                         {'loss': 4.2266, 'grad_norm': 0.10082188993692398, 'learning_rate': 4.336360606565573e-05, 'epoch': 0.78}

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                                                         {'loss': 4.2395, 'grad_norm': 0.09818357229232788, 'learning_rate': 4.315530744875854e-05, 'epoch': 0.78}

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                                                         {'loss': 4.2538, 'grad_norm': 0.1239091157913208, 'learning_rate': 4.2947008831861356e-05, 'epoch': 0.79}

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                                                         {'loss': 4.2215, 'grad_norm': 0.20565395057201385, 'learning_rate': 4.2738710214964174e-05, 'epoch': 0.79}

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{'loss': 4.2729, 'grad_norm': 0.09573255479335785, 'learning_rate': 4.253041159806699e-05, 'epoch': 0.79}
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                                                         {'loss': 4.25, 'grad_norm': 0.11572302132844925, 'learning_rate': 4.232211298116981e-05, 'epoch': 0.79}

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                                                         {'loss': 4.2763, 'grad_norm': 0.10071208328008652, 'learning_rate': 4.2113814364272626e-05, 'epoch': 0.79}

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                                                         {'loss': 4.2439, 'grad_norm': 0.09791998565196991, 'learning_rate': 4.190551574737544e-05, 'epoch': 0.79}

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                                                         {'loss': 4.2458, 'grad_norm': 0.11044914275407791, 'learning_rate': 4.1697217130478254e-05, 'epoch': 0.79}

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{'loss': 4.2677, 'grad_norm': 0.09228882193565369, 'learning_rate': 4.148891851358107e-05, 'epoch': 0.79}
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                                                         {'loss': 4.263, 'grad_norm': 0.18021251261234283, 'learning_rate': 4.128061989668389e-05, 'epoch': 0.79}

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                                                         {'loss': 4.2109, 'grad_norm': 0.10297264903783798, 'learning_rate': 4.10723212797867e-05, 'epoch': 0.79}

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                                                         {'loss': 4.225, 'grad_norm': 0.25948140025138855, 'learning_rate': 4.086402266288952e-05, 'epoch': 0.8}

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                                                         {'loss': 4.3014, 'grad_norm': 0.09437515586614609, 'learning_rate': 4.065572404599234e-05, 'epoch': 0.8}

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                                                         {'loss': 4.2842, 'grad_norm': 0.09401275962591171, 'learning_rate': 4.044742542909515e-05, 'epoch': 0.8}

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{'loss': 4.2533, 'grad_norm': 0.10071171820163727, 'learning_rate': 4.023912681219797e-05, 'epoch': 0.8}
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                                                         {'loss': 4.2783, 'grad_norm': 0.10308316349983215, 'learning_rate': 4.0030828195300786e-05, 'epoch': 0.8}

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                                                         {'loss': 4.2519, 'grad_norm': 0.10225789248943329, 'learning_rate': 3.9822529578403603e-05, 'epoch': 0.8}

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                                                         {'loss': 4.2116, 'grad_norm': 0.11696919053792953, 'learning_rate': 3.940593234460923e-05, 'epoch': 0.8}

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                                                         {'loss': 4.2615, 'grad_norm': 0.09947524964809418, 'learning_rate': 3.919763372771205e-05, 'epoch': 0.8}

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                                                         {'loss': 4.2495, 'grad_norm': 0.09730090945959091, 'learning_rate': 3.8989335110814866e-05, 'epoch': 0.81}

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{'loss': 4.2823, 'grad_norm': 0.14466561377048492, 'learning_rate': 3.8781036493917683e-05, 'epoch': 0.81}
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                                                         {'loss': 4.2621, 'grad_norm': 0.10218612104654312, 'learning_rate': 3.85727378770205e-05, 'epoch': 0.81}

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                                                         {'loss': 4.2749, 'grad_norm': 0.10363982617855072, 'learning_rate': 3.836443926012331e-05, 'epoch': 0.81}

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                                                         {'loss': 4.1826, 'grad_norm': 0.0897381603717804, 'learning_rate': 3.815614064322613e-05, 'epoch': 0.81}

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{'loss': 4.2466, 'grad_norm': 0.10162689536809921, 'learning_rate': 3.7947842026328946e-05, 'epoch': 0.81}
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                                                         {'loss': 4.2169, 'grad_norm': 0.10460367053747177, 'learning_rate': 3.7739543409431764e-05, 'epoch': 0.81}

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{'loss': 4.2476, 'grad_norm': 0.09426458179950714, 'learning_rate': 3.753124479253458e-05, 'epoch': 0.81}
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                                                         {'loss': 4.2349, 'grad_norm': 0.12101038545370102, 'learning_rate': 3.73229461756374e-05, 'epoch': 0.81}

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                                                         {'loss': 4.2726, 'grad_norm': 0.09691543132066727, 'learning_rate': 3.711464755874021e-05, 'epoch': 0.81}

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                                                         {'loss': 4.3266, 'grad_norm': 0.10632805526256561, 'learning_rate': 3.6906348941843026e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2587, 'grad_norm': 0.12074805051088333, 'learning_rate': 3.6698050324945844e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2515, 'grad_norm': 0.09547261148691177, 'learning_rate': 3.648975170804866e-05, 'epoch': 0.82}

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{'loss': 4.2271, 'grad_norm': 0.11425100266933441, 'learning_rate': 3.628145309115147e-05, 'epoch': 0.82}
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                                                         {'loss': 4.2809, 'grad_norm': 0.10117481648921967, 'learning_rate': 3.6073154474254296e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2547, 'grad_norm': 0.09575295448303223, 'learning_rate': 3.586485585735711e-05, 'epoch': 0.82}

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                                                         {'loss': 4.3069, 'grad_norm': 0.09297916293144226, 'learning_rate': 3.5656557240459924e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2224, 'grad_norm': 0.10107679665088654, 'learning_rate': 3.544825862356274e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2313, 'grad_norm': 0.10274527221918106, 'learning_rate': 3.523996000666556e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2723, 'grad_norm': 0.0937672108411789, 'learning_rate': 3.503166138976837e-05, 'epoch': 0.82}

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                                                         {'loss': 4.2464, 'grad_norm': 0.10010110586881638, 'learning_rate': 3.4823362772871186e-05, 'epoch': 0.83}

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                                                         {'loss': 4.2697, 'grad_norm': 0.09927500784397125, 'learning_rate': 3.461506415597401e-05, 'epoch': 0.83}

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                                                         {'loss': 4.2644, 'grad_norm': 0.08403855562210083, 'learning_rate': 3.440676553907682e-05, 'epoch': 0.83}

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                                                         {'loss': 4.2238, 'grad_norm': 0.11056701838970184, 'learning_rate': 3.419846692217964e-05, 'epoch': 0.83}

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                                                         {'loss': 4.256, 'grad_norm': 0.1090872660279274, 'learning_rate': 3.3990168305282456e-05, 'epoch': 0.83}

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                                                         {'loss': 4.1738, 'grad_norm': 0.09431155771017075, 'learning_rate': 3.378186968838527e-05, 'epoch': 0.83}

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                                                         {'loss': 4.2092, 'grad_norm': 0.11001317203044891, 'learning_rate': 3.3573571071488084e-05, 'epoch': 0.83}

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                                                         {'loss': 4.1845, 'grad_norm': 0.10444143414497375, 'learning_rate': 3.33652724545909e-05, 'epoch': 0.83}

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                                                         {'loss': 4.2424, 'grad_norm': 0.09569486975669861, 'learning_rate': 3.315697383769372e-05, 'epoch': 0.83}

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{'loss': 4.2419, 'grad_norm': 0.10954046994447708, 'learning_rate': 3.2948675220796536e-05, 'epoch': 0.84}
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                                                         {'loss': 4.2301, 'grad_norm': 0.09824986755847931, 'learning_rate': 3.274037660389935e-05, 'epoch': 0.84}

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                                                         {'loss': 4.2387, 'grad_norm': 0.0930132195353508, 'learning_rate': 3.253207798700217e-05, 'epoch': 0.84}

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                                                         {'loss': 4.2562, 'grad_norm': 0.11079762130975723, 'learning_rate': 3.232377937010498e-05, 'epoch': 0.84}

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                                                         {'loss': 4.249, 'grad_norm': 0.09369350224733353, 'learning_rate': 3.21154807532078e-05, 'epoch': 0.84}

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                                                         {'loss': 4.2833, 'grad_norm': 0.09476710110902786, 'learning_rate': 3.1907182136310616e-05, 'epoch': 0.84}

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                                                         {'loss': 4.238, 'grad_norm': 0.10660553723573685, 'learning_rate': 3.169888351941343e-05, 'epoch': 0.84}

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{'loss': 4.2588, 'grad_norm': 0.09232275933027267, 'learning_rate': 3.149058490251625e-05, 'epoch': 0.84}
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                                                         {'loss': 4.2146, 'grad_norm': 0.11778359115123749, 'learning_rate': 3.128228628561907e-05, 'epoch': 0.84}

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                                                         {'loss': 4.2074, 'grad_norm': 0.10169630497694016, 'learning_rate': 3.1073987668721885e-05, 'epoch': 0.84}

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                                                         {'loss': 4.2266, 'grad_norm': 0.10643509775400162, 'learning_rate': 3.0865689051824696e-05, 'epoch': 0.85}

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                                                         {'loss': 4.2412, 'grad_norm': 0.09603256732225418, 'learning_rate': 3.065739043492751e-05, 'epoch': 0.85}

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{'loss': 4.1956, 'grad_norm': 0.1050640195608139, 'learning_rate': 3.0449091818030327e-05, 'epoch': 0.85}
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                                                       {'loss': 4.2971, 'grad_norm': 0.10526315122842789, 'learning_rate': 3.0240793201133145e-05, 'epoch': 0.85}

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                                                       {'loss': 4.2593, 'grad_norm': 0.09765558689832687, 'learning_rate': 3.003249458423596e-05, 'epoch': 0.85}

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                                                         {'loss': 4.2603, 'grad_norm': 0.105283722281456, 'learning_rate': 2.982419596733878e-05, 'epoch': 0.85}

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                                                       {'loss': 4.2996, 'grad_norm': 0.09994051605463028, 'learning_rate': 2.9615897350441597e-05, 'epoch': 0.85}

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                                                       {'loss': 4.2629, 'grad_norm': 0.10290289670228958, 'learning_rate': 2.940759873354441e-05, 'epoch': 0.85}

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                                                         {'loss': 4.2314, 'grad_norm': 0.10553330183029175, 'learning_rate': 2.9199300116647228e-05, 'epoch': 0.85}

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                                                       {'loss': 4.2506, 'grad_norm': 0.11161495000123978, 'learning_rate': 2.8782702882852856e-05, 'epoch': 0.86}

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                                                         {'loss': 4.2338, 'grad_norm': 0.09013296663761139, 'learning_rate': 2.8574404265955673e-05, 'epoch': 0.86}

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                                                       {'loss': 4.2323, 'grad_norm': 0.19110262393951416, 'learning_rate': 2.8366105649058494e-05, 'epoch': 0.86}

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                                                         {'loss': 4.3149, 'grad_norm': 0.10069076716899872, 'learning_rate': 2.8157807032161308e-05, 'epoch': 0.86}

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{'loss': 4.2243, 'grad_norm': 0.09145596623420715, 'learning_rate': 2.7949508415264126e-05, 'epoch': 0.86}
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                                                       {'loss': 4.2468, 'grad_norm': 0.09239634871482849, 'learning_rate': 2.774120979836694e-05, 'epoch': 0.86}

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                                                       {'loss': 4.2289, 'grad_norm': 0.10591153055429459, 'learning_rate': 2.7532911181469757e-05, 'epoch': 0.86}

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                                                         {'loss': 4.2864, 'grad_norm': 0.09715427458286285, 'learning_rate': 2.732461256457257e-05, 'epoch': 0.86}

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                                                       {'loss': 4.1901, 'grad_norm': 0.11311672627925873, 'learning_rate': 2.7116313947675388e-05, 'epoch': 0.86}

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{'loss': 4.2262, 'grad_norm': 0.10403013974428177, 'learning_rate': 2.6908015330778202e-05, 'epoch': 0.87}
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                                                         {'loss': 4.2951, 'grad_norm': 0.10478804260492325, 'learning_rate': 2.6699716713881023e-05, 'epoch': 0.87}

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                                                         {'loss': 4.2637, 'grad_norm': 0.09910834580659866, 'learning_rate': 2.649141809698384e-05, 'epoch': 0.87}

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                                                       {'loss': 4.2331, 'grad_norm': 0.10594779998064041, 'learning_rate': 2.6283119480086654e-05, 'epoch': 0.87}

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                                                       {'loss': 4.2843, 'grad_norm': 0.10777788609266281, 'learning_rate': 2.607482086318947e-05, 'epoch': 0.87}

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                                                         {'loss': 4.2281, 'grad_norm': 0.09934836626052856, 'learning_rate': 2.5866522246292286e-05, 'epoch': 0.87}

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{'loss': 4.2676, 'grad_norm': 0.10188250243663788, 'learning_rate': 2.56582236293951e-05, 'epoch': 0.87}
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                                                         {'loss': 4.2635, 'grad_norm': 0.15893018245697021, 'learning_rate': 2.5449925012497917e-05, 'epoch': 0.87}

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{'loss': 4.1962, 'grad_norm': 0.10333774983882904, 'learning_rate': 2.5241626395600738e-05, 'epoch': 0.87}
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                                                       {'loss': 4.3037, 'grad_norm': 0.09879543632268906, 'learning_rate': 2.5033327778703552e-05, 'epoch': 0.87}

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                                                         {'loss': 4.3213, 'grad_norm': 0.12167491018772125, 'learning_rate': 2.482502916180637e-05, 'epoch': 0.88}

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                                                       {'loss': 4.242, 'grad_norm': 0.36346009373664856, 'learning_rate': 2.4408431928012e-05, 'epoch': 0.88}

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                                                       {'loss': 4.2452, 'grad_norm': 0.11019553244113922, 'learning_rate': 2.4200133311114814e-05, 'epoch': 0.88}

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{'loss': 4.2064, 'grad_norm': 0.11057259142398834, 'learning_rate': 2.3991834694217632e-05, 'epoch': 0.88}
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                                                       {'loss': 4.3098, 'grad_norm': 0.10065329074859619, 'learning_rate': 2.378353607732045e-05, 'epoch': 0.88}

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{'loss': 4.2315, 'grad_norm': 0.16132676601409912, 'learning_rate': 2.3575237460423263e-05, 'epoch': 0.88}

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                                                       {'loss': 4.2607, 'grad_norm': 0.09388250857591629, 'learning_rate': 2.336693884352608e-05, 'epoch': 0.88}

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                                                       {'loss': 4.2123, 'grad_norm': 0.09799240529537201, 'learning_rate': 2.3158640226628898e-05, 'epoch': 0.88}

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                                                       {'loss': 4.2117, 'grad_norm': 0.09837429225444794, 'learning_rate': 2.2950341609731712e-05, 'epoch': 0.89}

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                                                       {'loss': 4.263, 'grad_norm': 0.09854531288146973, 'learning_rate': 2.274204299283453e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2298, 'grad_norm': 0.10248022526502609, 'learning_rate': 2.2533744375937347e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2619, 'grad_norm': 0.09904161095619202, 'learning_rate': 2.232544575904016e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2421, 'grad_norm': 0.15965816378593445, 'learning_rate': 2.2117147142142978e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2917, 'grad_norm': 0.09714165329933167, 'learning_rate': 2.1908848525245792e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2602, 'grad_norm': 0.10227036476135254, 'learning_rate': 2.170054990834861e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2326, 'grad_norm': 0.09543740749359131, 'learning_rate': 2.1492251291451427e-05, 'epoch': 0.89}

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                                                       {'loss': 4.2309, 'grad_norm': 0.11715137958526611, 'learning_rate': 2.128395267455424e-05, 'epoch': 0.89}

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{'loss': 4.2172, 'grad_norm': 0.08832751959562302, 'learning_rate': 2.1075654057657058e-05, 'epoch': 0.89}
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{'loss': 4.2762, 'grad_norm': 0.09006328880786896, 'learning_rate': 2.0867355440759875e-05, 'epoch': 0.9}
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                                                       {'loss': 4.2037, 'grad_norm': 0.10283636301755905, 'learning_rate': 2.065905682386269e-05, 'epoch': 0.9}

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                                                       {'loss': 4.2528, 'grad_norm': 0.10407720506191254, 'learning_rate': 2.0450758206965507e-05, 'epoch': 0.9}

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                                                       {'loss': 4.2924, 'grad_norm': 0.10137855261564255, 'learning_rate': 2.024245959006832e-05, 'epoch': 0.9}

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                                                       {'loss': 4.1886, 'grad_norm': 0.09564979374408722, 'learning_rate': 2.003416097317114e-05, 'epoch': 0.9}


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                                                       {'loss': 4.2745, 'grad_norm': 0.1113843321800232, 'learning_rate': 1.9825862356273955e-05, 'epoch': 0.9}

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                                                       {'loss': 4.2221, 'grad_norm': 0.09805142879486084, 'learning_rate': 1.961756373937677e-05, 'epoch': 0.9}

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{'loss': 4.2132, 'grad_norm': 0.10366765409708023, 'learning_rate': 1.9409265122479587e-05, 'epoch': 0.9}
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                                                       {'loss': 4.2742, 'grad_norm': 0.1075090691447258, 'learning_rate': 1.9200966505582404e-05, 'epoch': 0.9}

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{'loss': 4.272, 'grad_norm': 0.10429662466049194, 'learning_rate': 1.899266788868522e-05, 'epoch': 0.91}
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                                                       {'loss': 4.2401, 'grad_norm': 0.09944488108158112, 'learning_rate': 1.8784369271788036e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2359, 'grad_norm': 0.08919975161552429, 'learning_rate': 1.8576070654890853e-05, 'epoch': 0.91}

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                                                       {'loss': 4.262, 'grad_norm': 0.1009305790066719, 'learning_rate': 1.836777203799367e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2659, 'grad_norm': 0.10038616508245468, 'learning_rate': 1.8159473421096484e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2374, 'grad_norm': 0.104093037545681, 'learning_rate': 1.774287618730212e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2447, 'grad_norm': 0.10585500299930573, 'learning_rate': 1.7534577570404933e-05, 'epoch': 0.91}

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                                                       {'loss': 4.1996, 'grad_norm': 0.1053309217095375, 'learning_rate': 1.732627895350775e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2317, 'grad_norm': 0.10557498037815094, 'learning_rate': 1.7117980336610564e-05, 'epoch': 0.91}

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                                                       {'loss': 4.2695, 'grad_norm': 0.10110129415988922, 'learning_rate': 1.690968171971338e-05, 'epoch': 0.92}

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                                                       {'loss': 4.2197, 'grad_norm': 0.11125745624303818, 'learning_rate': 1.67013831028162e-05, 'epoch': 0.92}

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{'loss': 4.2683, 'grad_norm': 0.10224734991788864, 'learning_rate': 1.6493084485919013e-05, 'epoch': 0.92}
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                                                       {'loss': 4.1965, 'grad_norm': 0.11144573241472244, 'learning_rate': 1.628478586902183e-05, 'epoch': 0.92}

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                                                       {'loss': 4.2121, 'grad_norm': 0.11672603338956833, 'learning_rate': 1.6076487252124648e-05, 'epoch': 0.92}

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                                                       {'loss': 4.251, 'grad_norm': 0.10830356180667877, 'learning_rate': 1.5868188635227462e-05, 'epoch': 0.92}

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                                                       {'loss': 4.2385, 'grad_norm': 0.10354077816009521, 'learning_rate': 1.5451591401433096e-05, 'epoch': 0.92}

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                                                       {'loss': 4.2209, 'grad_norm': 0.16234850883483887, 'learning_rate': 1.5243292784535912e-05, 'epoch': 0.92}

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                                                       {'loss': 4.2447, 'grad_norm': 0.09632822871208191, 'learning_rate': 1.5034994167638728e-05, 'epoch': 0.92}


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                                                       {'loss': 4.2692, 'grad_norm': 0.09522165358066559, 'learning_rate': 1.4826695550741543e-05, 'epoch': 0.93}

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                                                       {'loss': 4.1799, 'grad_norm': 0.09412562847137451, 'learning_rate': 1.4410098316947177e-05, 'epoch': 0.93}

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                                                       {'loss': 4.218, 'grad_norm': 0.10181744396686554, 'learning_rate': 1.4201799700049992e-05, 'epoch': 0.93}

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{'loss': 4.2403, 'grad_norm': 0.1031150221824646, 'learning_rate': 1.3993501083152808e-05, 'epoch': 0.93}
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                                                       {'loss': 4.2445, 'grad_norm': 0.1022057980298996, 'learning_rate': 1.3785202466255625e-05, 'epoch': 0.93}

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                                                       {'loss': 4.2413, 'grad_norm': 0.10710353404283524, 'learning_rate': 1.3576903849358441e-05, 'epoch': 0.93}

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                                                       {'loss': 4.2511, 'grad_norm': 0.09887178242206573, 'learning_rate': 1.3368605232461257e-05, 'epoch': 0.93}

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                                                       {'loss': 4.2069, 'grad_norm': 0.11328750848770142, 'learning_rate': 1.3160306615564072e-05, 'epoch': 0.93}

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                                                       {'loss': 4.2809, 'grad_norm': 0.09856398403644562, 'learning_rate': 1.295200799866689e-05, 'epoch': 0.94}

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                                                       {'loss': 4.2722, 'grad_norm': 0.09777553379535675, 'learning_rate': 1.2743709381769705e-05, 'epoch': 0.94}

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                                                       {'loss': 4.268, 'grad_norm': 0.09814468026161194, 'learning_rate': 1.2327112147975338e-05, 'epoch': 0.94}

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                                                       {'loss': 4.2746, 'grad_norm': 0.10539024323225021, 'learning_rate': 1.1493917680386603e-05, 'epoch': 0.94}

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{'loss': 4.2215, 'grad_norm': 0.09845428168773651, 'learning_rate': 1.128561906348942e-05, 'epoch': 0.94}
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{'loss': 4.2778, 'grad_norm': 0.10062111914157867, 'learning_rate': 1.1077320446592234e-05, 'epoch': 0.94}
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                                                       {'loss': 4.2923, 'grad_norm': 0.14188113808631897, 'learning_rate': 1.0869021829695051e-05, 'epoch': 0.95}

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                                                       {'loss': 4.2292, 'grad_norm': 0.10947787761688232, 'learning_rate': 1.0660723212797867e-05, 'epoch': 0.95}

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                                                       {'loss': 4.245, 'grad_norm': 0.09848549962043762, 'learning_rate': 1.0452424595900684e-05, 'epoch': 0.95}

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                                                       {'loss': 4.2593, 'grad_norm': 0.10822489112615585, 'learning_rate': 1.02441259790035e-05, 'epoch': 0.95}

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                                                       {'loss': 4.2228, 'grad_norm': 0.10612735152244568, 'learning_rate': 1.0035827362106316e-05, 'epoch': 0.95}

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                                                       {'loss': 4.2359, 'grad_norm': 0.10689368098974228, 'learning_rate': 9.827528745209131e-06, 'epoch': 0.95}

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                                                       {'loss': 4.2646, 'grad_norm': 0.10588619112968445, 'learning_rate': 9.619230128311949e-06, 'epoch': 0.95}

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                                                       {'loss': 4.2495, 'grad_norm': 0.0997820645570755, 'learning_rate': 9.410931511414765e-06, 'epoch': 0.95}

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                                                       {'loss': 4.2347, 'grad_norm': 0.11517034471035004, 'learning_rate': 9.20263289451758e-06, 'epoch': 0.95}

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{'loss': 4.2565, 'grad_norm': 0.108970046043396, 'learning_rate': 8.786035660723213e-06, 'epoch': 0.96}
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                                                       {'loss': 4.2274, 'grad_norm': 0.10287938266992569, 'learning_rate': 8.57773704382603e-06, 'epoch': 0.96}

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                                                       {'loss': 4.2915, 'grad_norm': 0.09833767265081406, 'learning_rate': 8.369438426928845e-06, 'epoch': 0.96}

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                                                       {'loss': 4.2318, 'grad_norm': 0.10515879094600677, 'learning_rate': 8.161139810031662e-06, 'epoch': 0.96}

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{'loss': 4.2609, 'grad_norm': 0.11192961037158966, 'learning_rate': 7.952841193134478e-06, 'epoch': 0.96}
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                                                       {'loss': 4.2229, 'grad_norm': 0.11362820118665695, 'learning_rate': 7.744542576237295e-06, 'epoch': 0.96}


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                                                       {'loss': 4.2683, 'grad_norm': 0.10834456980228424, 'learning_rate': 7.53624395934011e-06, 'epoch': 0.96}

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{'loss': 4.1836, 'grad_norm': 0.10690905153751373, 'learning_rate': 7.327945342442926e-06, 'epoch': 0.96}
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                                                       {'loss': 4.1679, 'grad_norm': 0.08597210794687271, 'learning_rate': 7.119646725545742e-06, 'epoch': 0.96}

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{'loss': 4.2265, 'grad_norm': 0.10828865319490433, 'learning_rate': 6.911348108648559e-06, 'epoch': 0.97}
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{'loss': 4.2629, 'grad_norm': 0.10398419201374054, 'learning_rate': 6.703049491751374e-06, 'epoch': 0.97}
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                                                       {'loss': 4.2721, 'grad_norm': 0.11595457792282104, 'learning_rate': 6.494750874854192e-06, 'epoch': 0.97}

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                                                       {'loss': 4.2417, 'grad_norm': 0.09890979528427124, 'learning_rate': 6.286452257957008e-06, 'epoch': 0.97}

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                                                       {'loss': 4.2766, 'grad_norm': 0.10346589237451553, 'learning_rate': 6.078153641059824e-06, 'epoch': 0.97}

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{'loss': 4.2482, 'grad_norm': 0.11251497268676758, 'learning_rate': 5.661556407265456e-06, 'epoch': 0.97}
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                                                       {'loss': 4.2679, 'grad_norm': 0.10333812236785889, 'learning_rate': 5.453257790368272e-06, 'epoch': 0.97}

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                                                       {'loss': 4.2185, 'grad_norm': 0.10320587456226349, 'learning_rate': 5.244959173471088e-06, 'epoch': 0.97}

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                                                       {'loss': 4.2671, 'grad_norm': 0.12088511139154434, 'learning_rate': 5.036660556573905e-06, 'epoch': 0.97}


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{'loss': 4.2147, 'grad_norm': 0.1000848263502121, 'learning_rate': 4.82836193967672e-06, 'epoch': 0.98}
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                                                       {'loss': 4.2031, 'grad_norm': 0.10751207917928696, 'learning_rate': 4.620063322779537e-06, 'epoch': 0.98}

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                                                       {'loss': 4.255, 'grad_norm': 0.10859736055135727, 'learning_rate': 4.411764705882353e-06, 'epoch': 0.98}

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                                                       {'loss': 4.2516, 'grad_norm': 0.1037747710943222, 'learning_rate': 4.20346608898517e-06, 'epoch': 0.98}

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{'loss': 4.2309, 'grad_norm': 0.10790559649467468, 'learning_rate': 3.995167472087986e-06, 'epoch': 0.98}
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{'loss': 4.2514, 'grad_norm': 0.11906694620847702, 'learning_rate': 3.7868688551908017e-06, 'epoch': 0.98}
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{'loss': 4.2605, 'grad_norm': 0.09978598356246948, 'learning_rate': 3.5785702382936182e-06, 'epoch': 0.98}
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                                                       {'loss': 4.2827, 'grad_norm': 0.09474954009056091, 'learning_rate': 3.3702716213964343e-06, 'epoch': 0.98}

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                                                       {'loss': 4.2456, 'grad_norm': 0.1020808070898056, 'learning_rate': 3.1619730044992504e-06, 'epoch': 0.98}

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                                                       {'loss': 4.2219, 'grad_norm': 0.10951287299394608, 'learning_rate': 2.7453757707048826e-06, 'epoch': 0.99}

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{'loss': 4.2435, 'grad_norm': 0.1057192012667656, 'learning_rate': 2.5370771538076987e-06, 'epoch': 0.99}
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                                                       {'loss': 4.1936, 'grad_norm': 0.10704750567674637, 'learning_rate': 2.1204799200133313e-06, 'epoch': 0.99}

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{'loss': 4.2647, 'grad_norm': 0.10636191815137863, 'learning_rate': 1.9121813031161474e-06, 'epoch': 0.99}
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                                                       {'loss': 4.2521, 'grad_norm': 0.10546490550041199, 'learning_rate': 1.7038826862189637e-06, 'epoch': 0.99}

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                                                       {'loss': 4.2297, 'grad_norm': 0.1118260994553566, 'learning_rate': 1.4955840693217798e-06, 'epoch': 0.99}

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{'loss': 4.2512, 'grad_norm': 0.10523968935012817, 'learning_rate': 1.287285452424596e-06, 'epoch': 0.99}
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                                                       {'loss': 4.2195, 'grad_norm': 0.11383401602506638, 'learning_rate': 1.078986835527412e-06, 'epoch': 0.99}

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{'loss': 4.2393, 'grad_norm': 0.10862286388874054, 'learning_rate': 8.706882186302284e-07, 'epoch': 1.0}
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{'loss': 4.2089, 'grad_norm': 0.11095026880502701, 'learning_rate': 6.623896017330445e-07, 'epoch': 1.0}
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                                                       {'loss': 4.2132, 'grad_norm': 0.10727711021900177, 'learning_rate': 4.5409098483586067e-07, 'epoch': 1.0}

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                                                       {'loss': 4.2656, 'grad_norm': 0.10549142956733704, 'learning_rate': 2.457923679386769e-07, 'epoch': 1.0}


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100%|█████████▉| 48000/48008 [6:54:04<00:03,  2.17it/s]{'loss': 4.1979, 'grad_norm': 0.0983307957649231, 'learning_rate': 3.749375104149309e-08, 'epoch': 1.0}

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100%|██████████| 48008/48008 [6:54:09<00:00,  1.57it/s]{'train_runtime': 24854.4257, 'train_samples_per_second': 494.479, 'train_steps_per_second': 1.932, 'train_loss': 4.311557951896831, 'epoch': 1.0}

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