[2025-05-08 14:13:01] Created output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
[2025-05-08 14:13:02] Chat mode disabled
[2025-05-08 14:13:02] Set MODEL_MAX_LENGTH to 4096 for Llama-2 model
[2025-05-08 14:13:02] Model size is over 3B (7 B). Using LoRA training.
[2025-05-08 14:13:02] Adjusted learning rate for LoRA: 2e-4
[2025-05-08 14:13:02] No QA format data will be used
[2025-05-08 14:13:02] =======================================
[2025-05-08 14:13:02] Starting training for model: meta-llama/Llama-2-7b-hf
[2025-05-08 14:13:02] =======================================
[2025-05-08 14:13:02] CUDA_VISIBLE_DEVICES: 0,1,2,3,4,5,6,7
[2025-05-08 14:13:02] WANDB_PROJECT: wikidyk-ar
[2025-05-08 14:13:02] DATA_PATH: data/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2.json
[2025-05-08 14:13:02] Global Batch Size: 256
[2025-05-08 14:13:02] Data Size: -1
[2025-05-08 14:13:02] Executing command: torchrun --nproc_per_node "8" --master-port 29503 src/train.py     --model_name_or_path "meta-llama/Llama-2-7b-hf"     --data_path "data/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2.json"     --output_dir "train_results_ar/meta-llama_Llama-2-7b-hf_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          
[2025-05-08 14:13:02] Training started at 2025年 05月 08日 星期四 14:13:02 CST
W0508 14:13:03.167000 3287123 site-packages/torch/distributed/run.py:792] 
W0508 14:13:03.167000 3287123 site-packages/torch/distributed/run.py:792] *****************************************
W0508 14:13:03.167000 3287123 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. 
W0508 14:13:03.167000 3287123 site-packages/torch/distributed/run.py:792] *****************************************
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
WARNING:root:Output directory: train_results_ar/meta-llama_Llama-2-7b-hf_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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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')`.

Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/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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trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484

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trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484
trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484
trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484

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trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484
trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484
trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484

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trainable params: 16,777,216 || all params: 6,755,192,832 || trainable%: 0.2484
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)
/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.
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-20250508_141351-sp27k6lc
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run train_results_ar/meta-llama_Llama-2-7b-hf_full_upsample1000
wandb: ⭐️ View project at https://wandb.ai/wenhaoyu97/wikidyk-ar
wandb: 🚀 View run at https://wandb.ai/wenhaoyu97/wikidyk-ar/runs/sp27k6lc

  0%|          | 0/48008 [00:00<?, ?it/s][rank4]:[W508 14:13:53.218287505 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())
[rank7]:[W508 14:13:53.244550942 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]:[W508 14:13:53.245507726 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]:[W508 14:13:53.249968630 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]:[W508 14:13:53.255258521 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]:[W508 14:13:53.282628990 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]:[W508 14:13:53.291924723 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]:[W508 14:13:54.358831375 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': 9.7613, 'grad_norm': 0.059277310967445374, 'learning_rate': 0.0001997958673554408, 'epoch': 0.0}
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{'loss': 9.4584, 'grad_norm': 0.08854769915342331, 'learning_rate': 0.00019958756873854358, 'epoch': 0.0}

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{'loss': 9.4313, 'grad_norm': 0.10119856148958206, 'learning_rate': 0.00019937927012164642, 'epoch': 0.0}

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{'loss': 9.4472, 'grad_norm': 0.12676562368869781, 'learning_rate': 0.0001991709715047492, 'epoch': 0.0}
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{'loss': 9.5354, 'grad_norm': 0.15263980627059937, 'learning_rate': 0.00019896267288785203, 'epoch': 0.01}
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{'loss': 9.424, 'grad_norm': 0.1709558218717575, 'learning_rate': 0.00019875437427095485, 'epoch': 0.01}
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{'loss': 9.3777, 'grad_norm': 0.17697709798812866, 'learning_rate': 0.00019854607565405766, 'epoch': 0.01}
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{'loss': 9.1999, 'grad_norm': 0.22148869931697845, 'learning_rate': 0.00019833777703716048, 'epoch': 0.01}
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{'loss': 9.2773, 'grad_norm': 0.25210773944854736, 'learning_rate': 0.0001981294784202633, 'epoch': 0.01}
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{'loss': 9.1567, 'grad_norm': 0.2847406268119812, 'learning_rate': 0.00019792117980336612, 'epoch': 0.01}
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{'loss': 9.1881, 'grad_norm': 0.288446307182312, 'learning_rate': 0.00019771288118646893, 'epoch': 0.01}

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{'loss': 9.0959, 'grad_norm': 0.3170389235019684, 'learning_rate': 0.00019750458256957175, 'epoch': 0.01}

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{'loss': 8.9714, 'grad_norm': 0.3921075165271759, 'learning_rate': 0.00019729628395267457, 'epoch': 0.01}

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{'loss': 9.0434, 'grad_norm': 0.40897509455680847, 'learning_rate': 0.00019708798533577736, 'epoch': 0.01}

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{'loss': 8.9785, 'grad_norm': 0.4292859435081482, 'learning_rate': 0.0001968796867188802, 'epoch': 0.02}

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{'loss': 8.8631, 'grad_norm': 0.4416355490684509, 'learning_rate': 0.00019667138810198302, 'epoch': 0.02}
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{'loss': 8.8936, 'grad_norm': 0.4806578755378723, 'learning_rate': 0.00019646308948508584, 'epoch': 0.02}
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                                                     {'loss': 8.7248, 'grad_norm': 0.5448959469795227, 'learning_rate': 0.00019625479086818866, 'epoch': 0.02}

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{'loss': 8.8327, 'grad_norm': 0.5730552077293396, 'learning_rate': 0.00019604649225129145, 'epoch': 0.02}
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{'loss': 8.7479, 'grad_norm': 0.5438924431800842, 'learning_rate': 0.0001958381936343943, 'epoch': 0.02}
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                                                      {'loss': 8.6795, 'grad_norm': 0.6532153487205505, 'learning_rate': 0.00019562989501749708, 'epoch': 0.02}

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                                                      {'loss': 8.6616, 'grad_norm': 0.5857098698616028, 'learning_rate': 0.00019542159640059992, 'epoch': 0.02}

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{'loss': 8.6006, 'grad_norm': 0.6264237761497498, 'learning_rate': 0.00019521329778370271, 'epoch': 0.02}

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{'loss': 8.6235, 'grad_norm': 0.5986582040786743, 'learning_rate': 0.00019500499916680556, 'epoch': 0.02}
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{'loss': 8.5133, 'grad_norm': 0.5956970453262329, 'learning_rate': 0.00019479670054990835, 'epoch': 0.03}
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{'loss': 8.5134, 'grad_norm': 0.5534341931343079, 'learning_rate': 0.00019458840193301117, 'epoch': 0.03}

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{'loss': 8.4654, 'grad_norm': 0.6109108328819275, 'learning_rate': 0.00019438010331611398, 'epoch': 0.03}
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{'loss': 8.4617, 'grad_norm': 0.5559399127960205, 'learning_rate': 0.0001941718046992168, 'epoch': 0.03}

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{'loss': 8.5192, 'grad_norm': 0.5196120738983154, 'learning_rate': 0.00019396350608231962, 'epoch': 0.03}

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{'loss': 8.3671, 'grad_norm': 0.5626075267791748, 'learning_rate': 0.00019375520746542244, 'epoch': 0.03}

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{'loss': 8.444, 'grad_norm': 0.5516940355300903, 'learning_rate': 0.00019354690884852525, 'epoch': 0.03}
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{'loss': 8.3958, 'grad_norm': 0.49427545070648193, 'learning_rate': 0.00019333861023162807, 'epoch': 0.03}

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                                                      {'loss': 8.3811, 'grad_norm': 0.4870406687259674, 'learning_rate': 0.0001931303116147309, 'epoch': 0.03}

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                                                      {'loss': 8.4224, 'grad_norm': 0.5253434777259827, 'learning_rate': 0.0001929220129978337, 'epoch': 0.04}

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                                                      {'loss': 8.3258, 'grad_norm': 0.4229489862918854, 'learning_rate': 0.00019271371438093652, 'epoch': 0.04}

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                                                      {'loss': 8.2624, 'grad_norm': 0.5157225728034973, 'learning_rate': 0.00019250541576403934, 'epoch': 0.04}

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                                                      {'loss': 8.3105, 'grad_norm': 0.3964007496833801, 'learning_rate': 0.00019229711714714216, 'epoch': 0.04}

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  4%|▍         | 1900/48008 [17:40<6:40:31,  1.92it/s]{'loss': 8.3778, 'grad_norm': 0.44899705052375793, 'learning_rate': 0.00019208881853024498, 'epoch': 0.04}
                                                      

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{'loss': 8.2122, 'grad_norm': 0.3830396234989166, 'learning_rate': 0.0001918805199133478, 'epoch': 0.04}

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                                                      {'loss': 8.3178, 'grad_norm': 0.42918092012405396, 'learning_rate': 0.00019167222129645058, 'epoch': 0.04}

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                                                      {'loss': 8.2642, 'grad_norm': 0.33254092931747437, 'learning_rate': 0.00019146392267955343, 'epoch': 0.04}

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{'loss': 8.3208, 'grad_norm': 0.32986533641815186, 'learning_rate': 0.00019125562406265622, 'epoch': 0.04}
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                                                      {'loss': 8.3201, 'grad_norm': 0.38781604170799255, 'learning_rate': 0.00019104732544575906, 'epoch': 0.04}

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{'loss': 8.2797, 'grad_norm': 0.4131109118461609, 'learning_rate': 0.00019083902682886185, 'epoch': 0.05}
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                                                      {'loss': 8.3321, 'grad_norm': 0.3812291920185089, 'learning_rate': 0.00019042242959506751, 'epoch': 0.05}

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                                                      {'loss': 8.3087, 'grad_norm': 0.3021433353424072, 'learning_rate': 0.0001902141309781703, 'epoch': 0.05}

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                                                      {'loss': 8.3097, 'grad_norm': 0.38554227352142334, 'learning_rate': 0.00019000583236127315, 'epoch': 0.05}

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{'loss': 8.2986, 'grad_norm': 0.3214777112007141, 'learning_rate': 0.00018979753374437594, 'epoch': 0.05}
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                                                      {'loss': 8.2769, 'grad_norm': 0.3300708532333374, 'learning_rate': 0.00018958923512747878, 'epoch': 0.05}

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{'loss': 8.3631, 'grad_norm': 0.28071174025535583, 'learning_rate': 0.00018938093651058157, 'epoch': 0.05}
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  5%|▌         | 2600/48008 [24:11<7:08:59,  1.76it/s]{'loss': 8.3237, 'grad_norm': 0.31386178731918335, 'learning_rate': 0.0001891726378936844, 'epoch': 0.05}
                                                      

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{'loss': 8.206, 'grad_norm': 0.28144916892051697, 'learning_rate': 0.0001889643392767872, 'epoch': 0.06}

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{'loss': 8.297, 'grad_norm': 0.25863775610923767, 'learning_rate': 0.00018875604065989003, 'epoch': 0.06}
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{'loss': 8.3191, 'grad_norm': 0.30162596702575684, 'learning_rate': 0.00018854774204299284, 'epoch': 0.06}
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{'loss': 8.221, 'grad_norm': 0.34034082293510437, 'learning_rate': 0.00018833944342609566, 'epoch': 0.06}
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{'loss': 8.2871, 'grad_norm': 0.32526543736457825, 'learning_rate': 0.00018813114480919848, 'epoch': 0.06}
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{'loss': 8.2561, 'grad_norm': 0.32463738322257996, 'learning_rate': 0.0001879228461923013, 'epoch': 0.06}
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  6%|▌         | 2950/48008 [27:26<6:26:26,  1.94it/s]{'loss': 8.2507, 'grad_norm': 0.32271650433540344, 'learning_rate': 0.00018771454757540409, 'epoch': 0.06}

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                                                      {'loss': 8.4082, 'grad_norm': 0.29856258630752563, 'learning_rate': 0.00018750624895850693, 'epoch': 0.06}

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{'loss': 8.2374, 'grad_norm': 0.348050057888031, 'learning_rate': 0.00018729795034160975, 'epoch': 0.06}

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                                                      {'loss': 8.2492, 'grad_norm': 0.2515745460987091, 'learning_rate': 0.00018708965172471256, 'epoch': 0.06}

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{'loss': 8.3632, 'grad_norm': 0.2629159986972809, 'learning_rate': 0.00018688135310781538, 'epoch': 0.07}
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                                                      {'loss': 8.2577, 'grad_norm': 0.25359299778938293, 'learning_rate': 0.0001866730544909182, 'epoch': 0.07}

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{'loss': 8.3215, 'grad_norm': 0.3305598795413971, 'learning_rate': 0.00018646475587402102, 'epoch': 0.07}
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                                                      {'loss': 8.338, 'grad_norm': 0.21909478306770325, 'learning_rate': 0.0001862564572571238, 'epoch': 0.07}

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                                                      {'loss': 8.2407, 'grad_norm': 0.266552209854126, 'learning_rate': 0.00018604815864022665, 'epoch': 0.07}

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                                                      {'loss': 8.2632, 'grad_norm': 0.23066924512386322, 'learning_rate': 0.00018583986002332944, 'epoch': 0.07}

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{'loss': 8.3579, 'grad_norm': 0.2115279585123062, 'learning_rate': 0.0001856315614064323, 'epoch': 0.07}
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                                                      {'loss': 8.322, 'grad_norm': 0.21227915585041046, 'learning_rate': 0.00018542326278953508, 'epoch': 0.07}

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                                                       {'loss': 8.2268, 'grad_norm': 0.23872797191143036, 'learning_rate': 0.0001852149641726379, 'epoch': 0.07}

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{'loss': 8.2017, 'grad_norm': 0.2589718699455261, 'learning_rate': 0.0001850066655557407, 'epoch': 0.07}
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{'loss': 8.238, 'grad_norm': 0.29461240768432617, 'learning_rate': 0.00018479836693884353, 'epoch': 0.08}
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                                                      {'loss': 8.2691, 'grad_norm': 0.3137560784816742, 'learning_rate': 0.00018459006832194635, 'epoch': 0.08}

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                                                      {'loss': 8.2801, 'grad_norm': 0.2591150403022766, 'learning_rate': 0.00018438176970504916, 'epoch': 0.08}

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                                                      {'loss': 8.2368, 'grad_norm': 0.2547580897808075, 'learning_rate': 0.00018417347108815198, 'epoch': 0.08}

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                                                      {'loss': 8.3288, 'grad_norm': 0.3966381847858429, 'learning_rate': 0.0001839651724712548, 'epoch': 0.08}

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                                                      {'loss': 8.2255, 'grad_norm': 0.2769939601421356, 'learning_rate': 0.00018375687385435762, 'epoch': 0.08}

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                                                      {'loss': 8.352, 'grad_norm': 0.2850666344165802, 'learning_rate': 0.00018354857523746043, 'epoch': 0.08}

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{'loss': 8.2623, 'grad_norm': 0.3504386842250824, 'learning_rate': 0.00018334027662056325, 'epoch': 0.08}
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{'loss': 8.3512, 'grad_norm': 0.2325756549835205, 'learning_rate': 0.00018313197800366607, 'epoch': 0.08}
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{'loss': 8.3092, 'grad_norm': 0.24211648106575012, 'learning_rate': 0.00018292367938676889, 'epoch': 0.09}
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{'loss': 8.4139, 'grad_norm': 0.21039792895317078, 'learning_rate': 0.0001827153807698717, 'epoch': 0.09}
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{'loss': 8.2756, 'grad_norm': 0.22824089229106903, 'learning_rate': 0.00018250708215297452, 'epoch': 0.09}
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{'loss': 8.3338, 'grad_norm': 0.2322884202003479, 'learning_rate': 0.0001822987835360773, 'epoch': 0.09}

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                                                      {'loss': 8.2603, 'grad_norm': 0.15820719301700592, 'learning_rate': 0.00018209048491918015, 'epoch': 0.09}

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{'loss': 8.3498, 'grad_norm': 0.17144370079040527, 'learning_rate': 0.00018188218630228294, 'epoch': 0.09}
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                                                      {'loss': 8.3058, 'grad_norm': 0.14434121549129486, 'learning_rate': 0.0001816738876853858, 'epoch': 0.09}

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                                                      {'loss': 8.2749, 'grad_norm': 0.13893552124500275, 'learning_rate': 0.00018146558906848858, 'epoch': 0.09}

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                                                      {'loss': 8.3499, 'grad_norm': 0.13178879022598267, 'learning_rate': 0.0001812572904515914, 'epoch': 0.09}

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                                                      {'loss': 8.3119, 'grad_norm': 0.12808631360530853, 'learning_rate': 0.00018104899183469424, 'epoch': 0.09}

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                                                      {'loss': 8.188, 'grad_norm': 0.15778487920761108, 'learning_rate': 0.00018063239460089988, 'epoch': 0.1}

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{'loss': 8.2891, 'grad_norm': 0.17309843003749847, 'learning_rate': 0.00018042409598400267, 'epoch': 0.1}
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                                                      {'loss': 8.3576, 'grad_norm': 0.17344720661640167, 'learning_rate': 0.0001802157973671055, 'epoch': 0.1}

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{'loss': 8.2798, 'grad_norm': 0.17371782660484314, 'learning_rate': 0.0001800074987502083, 'epoch': 0.1}
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{'loss': 8.2102, 'grad_norm': 0.18115311861038208, 'learning_rate': 0.00017979920013331112, 'epoch': 0.1}
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                                                      {'loss': 8.2807, 'grad_norm': 0.24885062873363495, 'learning_rate': 0.00017959090151641394, 'epoch': 0.1}

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{'loss': 8.3065, 'grad_norm': 0.2872891128063202, 'learning_rate': 0.00017938260289951675, 'epoch': 0.1}
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                                                      {'loss': 8.3057, 'grad_norm': 0.38972532749176025, 'learning_rate': 0.00017917430428261957, 'epoch': 0.1}

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{'loss': 8.213, 'grad_norm': 0.43757328391075134, 'learning_rate': 0.0001789660056657224, 'epoch': 0.11}

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                                                      {'loss': 8.2079, 'grad_norm': 0.3563767969608307, 'learning_rate': 0.0001787577070488252, 'epoch': 0.11}

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                                                      {'loss': 8.1563, 'grad_norm': 0.34115737676620483, 'learning_rate': 0.00017854940843192802, 'epoch': 0.11}

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{'loss': 8.2492, 'grad_norm': 0.28151217103004456, 'learning_rate': 0.00017834110981503084, 'epoch': 0.11}
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                                                      {'loss': 8.345, 'grad_norm': 0.22289790213108063, 'learning_rate': 0.00017813281119813366, 'epoch': 0.11}

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{'loss': 8.2229, 'grad_norm': 0.18807737529277802, 'learning_rate': 0.00017792451258123647, 'epoch': 0.11}
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                                                      {'loss': 8.2043, 'grad_norm': 0.14640168845653534, 'learning_rate': 0.0001777162139643393, 'epoch': 0.11}

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                                                      {'loss': 8.2824, 'grad_norm': 0.14655862748622894, 'learning_rate': 0.0001775079153474421, 'epoch': 0.11}

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{'loss': 8.3658, 'grad_norm': 0.15212002396583557, 'learning_rate': 0.00017729961673054493, 'epoch': 0.11}
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                                                      {'loss': 8.2723, 'grad_norm': 0.12334762513637543, 'learning_rate': 0.00017709131811364774, 'epoch': 0.11}

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                                                      {'loss': 8.2641, 'grad_norm': 0.10740386694669724, 'learning_rate': 0.00017688301949675053, 'epoch': 0.12}

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                                                      {'loss': 8.1785, 'grad_norm': 0.11255919933319092, 'learning_rate': 0.00017667472087985338, 'epoch': 0.12}

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{'loss': 8.276, 'grad_norm': 0.11251726001501083, 'learning_rate': 0.00017646642226295617, 'epoch': 0.12}
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                                                      {'loss': 8.1467, 'grad_norm': 0.1374901980161667, 'learning_rate': 0.00017625812364605901, 'epoch': 0.12}

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{'loss': 8.315, 'grad_norm': 0.1044243797659874, 'learning_rate': 0.0001760498250291618, 'epoch': 0.12}
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                                                      {'loss': 8.2886, 'grad_norm': 0.09418904781341553, 'learning_rate': 0.00017584152641226462, 'epoch': 0.12}

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{'loss': 8.2017, 'grad_norm': 0.10937834531068802, 'learning_rate': 0.00017563322779536744, 'epoch': 0.12}
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{'loss': 8.3479, 'grad_norm': 0.106051966547966, 'learning_rate': 0.00017542492917847026, 'epoch': 0.12}
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                                                      {'loss': 8.2929, 'grad_norm': 0.11644601076841354, 'learning_rate': 0.00017521663056157307, 'epoch': 0.12}

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                                                      {'loss': 8.2399, 'grad_norm': 0.10313466936349869, 'learning_rate': 0.0001750083319446759, 'epoch': 0.12}

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                                                      {'loss': 8.3752, 'grad_norm': 0.10067415237426758, 'learning_rate': 0.00017480003332777874, 'epoch': 0.13}

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{'loss': 8.1918, 'grad_norm': 0.10100104659795761, 'learning_rate': 0.00017459173471088153, 'epoch': 0.13}
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{'loss': 8.2792, 'grad_norm': 0.10625993460416794, 'learning_rate': 0.00017438343609398434, 'epoch': 0.13}
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                                                      {'loss': 8.2856, 'grad_norm': 0.17908751964569092, 'learning_rate': 0.00017417513747708716, 'epoch': 0.13}

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                                                      {'loss': 8.212, 'grad_norm': 0.11240254342556, 'learning_rate': 0.00017396683886018998, 'epoch': 0.13}

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{'loss': 8.351, 'grad_norm': 0.2365792840719223, 'learning_rate': 0.0001737585402432928, 'epoch': 0.13}
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{'loss': 8.217, 'grad_norm': 0.35737571120262146, 'learning_rate': 0.0001735502416263956, 'epoch': 0.13}
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                                                      {'loss': 8.2311, 'grad_norm': 0.42640578746795654, 'learning_rate': 0.00017334194300949843, 'epoch': 0.13}

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{'loss': 8.1863, 'grad_norm': 0.4632723033428192, 'learning_rate': 0.00017313364439260125, 'epoch': 0.13}
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                                                        {'loss': 8.3015, 'grad_norm': 0.381843239068985, 'learning_rate': 0.00017292534577570404, 'epoch': 0.14}

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                                                        {'loss': 8.2392, 'grad_norm': 0.2809372842311859, 'learning_rate': 0.00017271704715880688, 'epoch': 0.14}

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{'loss': 8.3105, 'grad_norm': 0.31003621220588684, 'learning_rate': 0.00017250874854190967, 'epoch': 0.14}
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{'loss': 8.2912, 'grad_norm': 0.27382099628448486, 'learning_rate': 0.00017230044992501252, 'epoch': 0.14}
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{'loss': 8.2159, 'grad_norm': 0.16316446661949158, 'learning_rate': 0.0001720921513081153, 'epoch': 0.14}
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                                                        {'loss': 8.2275, 'grad_norm': 0.14363621175289154, 'learning_rate': 0.00017188385269121815, 'epoch': 0.14}

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                                                        {'loss': 8.1688, 'grad_norm': 0.1835811734199524, 'learning_rate': 0.00017167555407432097, 'epoch': 0.14}

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{'loss': 8.2896, 'grad_norm': 0.10939634591341019, 'learning_rate': 0.00017146725545742376, 'epoch': 0.14}
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{'loss': 8.1511, 'grad_norm': 0.10050924122333527, 'learning_rate': 0.0001712589568405266, 'epoch': 0.14}
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                                                        {'loss': 8.2718, 'grad_norm': 0.11268625408411026, 'learning_rate': 0.0001710506582236294, 'epoch': 0.14}

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{'loss': 8.283, 'grad_norm': 0.0970921590924263, 'learning_rate': 0.00017084235960673224, 'epoch': 0.15}
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                                                        {'loss': 8.2072, 'grad_norm': 0.09911363571882248, 'learning_rate': 0.00017063406098983503, 'epoch': 0.15}

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                                                        {'loss': 8.2196, 'grad_norm': 0.09185119718313217, 'learning_rate': 0.00017042576237293785, 'epoch': 0.15}

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                                                        {'loss': 8.3429, 'grad_norm': 0.09369166195392609, 'learning_rate': 0.00017021746375604066, 'epoch': 0.15}

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{'loss': 8.2381, 'grad_norm': 0.09231465309858322, 'learning_rate': 0.00017000916513914348, 'epoch': 0.15}
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                                                        {'loss': 8.1056, 'grad_norm': 0.08773031830787659, 'learning_rate': 0.0001698008665222463, 'epoch': 0.15}

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                                                         {'loss': 8.2646, 'grad_norm': 0.08247143030166626, 'learning_rate': 0.00016959256790534912, 'epoch': 0.15}

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                                                        {'loss': 8.205, 'grad_norm': 0.0910196602344513, 'learning_rate': 0.00016938426928845193, 'epoch': 0.15}

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                                                        {'loss': 8.2654, 'grad_norm': 0.10054750740528107, 'learning_rate': 0.00016917597067155475, 'epoch': 0.15}

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{'loss': 8.1857, 'grad_norm': 0.09043537825345993, 'learning_rate': 0.00016875937343776038, 'epoch': 0.16}
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{'loss': 8.2873, 'grad_norm': 0.08464430272579193, 'learning_rate': 0.0001685510748208632, 'epoch': 0.16}
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{'loss': 8.1935, 'grad_norm': 0.09024916589260101, 'learning_rate': 0.00016834277620396602, 'epoch': 0.16}
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                                                        {'loss': 8.2912, 'grad_norm': 0.08410833030939102, 'learning_rate': 0.00016813447758706884, 'epoch': 0.16}

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                                                        {'loss': 8.2534, 'grad_norm': 0.07855641841888428, 'learning_rate': 0.00016792617897017165, 'epoch': 0.16}

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                                                        {'loss': 8.227, 'grad_norm': 0.11012263596057892, 'learning_rate': 0.00016771788035327447, 'epoch': 0.16}

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                                                        {'loss': 8.2519, 'grad_norm': 0.17057384550571442, 'learning_rate': 0.0001673012831194801, 'epoch': 0.16}

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                                                        {'loss': 8.2735, 'grad_norm': 0.1753111332654953, 'learning_rate': 0.0001670929845025829, 'epoch': 0.16}

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                                                        {'loss': 8.348, 'grad_norm': 0.14795324206352234, 'learning_rate': 0.00016688468588568574, 'epoch': 0.17}

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{'loss': 8.2044, 'grad_norm': 0.2341601699590683, 'learning_rate': 0.00016667638726878853, 'epoch': 0.17}
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{'loss': 8.4102, 'grad_norm': 0.3136524558067322, 'learning_rate': 0.00016646808865189138, 'epoch': 0.17}
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                                                        {'loss': 8.2803, 'grad_norm': 0.39083853363990784, 'learning_rate': 0.00016625979003499417, 'epoch': 0.17}

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                                                        {'loss': 8.2231, 'grad_norm': 0.33378446102142334, 'learning_rate': 0.00016605149141809698, 'epoch': 0.17}

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                                                        {'loss': 8.1787, 'grad_norm': 0.32414066791534424, 'learning_rate': 0.0001658431928011998, 'epoch': 0.17}

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                                                        {'loss': 8.275, 'grad_norm': 0.2632148861885071, 'learning_rate': 0.00016563489418430262, 'epoch': 0.17}

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                                                        {'loss': 8.1939, 'grad_norm': 0.21250790357589722, 'learning_rate': 0.00016542659556740546, 'epoch': 0.17}

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{'loss': 8.2263, 'grad_norm': 0.16554772853851318, 'learning_rate': 0.00016521829695050825, 'epoch': 0.17}
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{'loss': 8.2127, 'grad_norm': 0.12235268205404282, 'learning_rate': 0.00016500999833361107, 'epoch': 0.17}
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{'loss': 8.1907, 'grad_norm': 0.13047239184379578, 'learning_rate': 0.0001648016997167139, 'epoch': 0.18}
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                                                        {'loss': 8.2141, 'grad_norm': 0.0931282564997673, 'learning_rate': 0.0001645934010998167, 'epoch': 0.18}

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                                                        {'loss': 8.1667, 'grad_norm': 0.08301454037427902, 'learning_rate': 0.00016438510248291952, 'epoch': 0.18}

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{'loss': 8.1918, 'grad_norm': 0.09107236564159393, 'learning_rate': 0.00016417680386602234, 'epoch': 0.18}
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                                                        {'loss': 8.3324, 'grad_norm': 0.08491452038288116, 'learning_rate': 0.00016396850524912516, 'epoch': 0.18}

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{'loss': 8.2725, 'grad_norm': 0.09854546934366226, 'learning_rate': 0.00016376020663222797, 'epoch': 0.18}
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                                                        {'loss': 8.3028, 'grad_norm': 0.08293291181325912, 'learning_rate': 0.0001635519080153308, 'epoch': 0.18}

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                                                        {'loss': 8.2608, 'grad_norm': 0.07750935852527618, 'learning_rate': 0.0001633436093984336, 'epoch': 0.18}

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                                                        {'loss': 8.3384, 'grad_norm': 0.08462811261415482, 'learning_rate': 0.0001631353107815364, 'epoch': 0.18}

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                                                        {'loss': 8.3248, 'grad_norm': 0.07754527032375336, 'learning_rate': 0.00016292701216463924, 'epoch': 0.19}

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                                                        {'loss': 8.3024, 'grad_norm': 0.1262207329273224, 'learning_rate': 0.00016271871354774203, 'epoch': 0.19}

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                                                        {'loss': 8.2301, 'grad_norm': 0.08910925686359406, 'learning_rate': 0.00016251041493084488, 'epoch': 0.19}

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{'loss': 8.3063, 'grad_norm': 0.08162286132574081, 'learning_rate': 0.0001623021163139477, 'epoch': 0.19}
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{'loss': 8.1285, 'grad_norm': 0.08184308558702469, 'learning_rate': 0.00016209381769705049, 'epoch': 0.19}
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                                                        {'loss': 8.2271, 'grad_norm': 0.07989851385354996, 'learning_rate': 0.00016188551908015333, 'epoch': 0.19}

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                                                        {'loss': 8.329, 'grad_norm': 0.07916781306266785, 'learning_rate': 0.00016167722046325612, 'epoch': 0.19}

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                                                        {'loss': 8.3008, 'grad_norm': 0.08249575644731522, 'learning_rate': 0.00016146892184635897, 'epoch': 0.19}

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                                                        {'loss': 8.2749, 'grad_norm': 0.08768312633037567, 'learning_rate': 0.00016126062322946176, 'epoch': 0.19}

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{'loss': 8.2643, 'grad_norm': 0.07753630727529526, 'learning_rate': 0.0001610523246125646, 'epoch': 0.19}
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                                                        {'loss': 8.3409, 'grad_norm': 0.07823003083467484, 'learning_rate': 0.0001608440259956674, 'epoch': 0.2}

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                                                        {'loss': 8.2343, 'grad_norm': 0.07851085811853409, 'learning_rate': 0.0001606357273787702, 'epoch': 0.2}

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                                                        {'loss': 8.1851, 'grad_norm': 0.07936553657054901, 'learning_rate': 0.00016042742876187303, 'epoch': 0.2}

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                                                        {'loss': 8.3205, 'grad_norm': 0.07492627203464508, 'learning_rate': 0.00016021913014497584, 'epoch': 0.2}

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                                                        {'loss': 8.2427, 'grad_norm': 0.07864413410425186, 'learning_rate': 0.00016001083152807866, 'epoch': 0.2}

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                                                        {'loss': 8.3278, 'grad_norm': 0.09653183817863464, 'learning_rate': 0.00015980253291118148, 'epoch': 0.2}

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                                                        {'loss': 8.2658, 'grad_norm': 0.08218038827180862, 'learning_rate': 0.0001595942342942843, 'epoch': 0.2}

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                                                        {'loss': 8.2914, 'grad_norm': 0.1375313401222229, 'learning_rate': 0.0001593859356773871, 'epoch': 0.2}

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                                                        {'loss': 8.2437, 'grad_norm': 0.09399931877851486, 'learning_rate': 0.00015917763706048993, 'epoch': 0.2}

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                                                        {'loss': 8.1556, 'grad_norm': 0.08068189769983292, 'learning_rate': 0.00015896933844359275, 'epoch': 0.21}

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                                                        {'loss': 8.2839, 'grad_norm': 0.22647404670715332, 'learning_rate': 0.00015876103982669556, 'epoch': 0.21}

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                                                        {'loss': 8.2169, 'grad_norm': 0.4712114930152893, 'learning_rate': 0.00015855274120979838, 'epoch': 0.21}

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                                                         {'loss': 8.3477, 'grad_norm': 0.44524648785591125, 'learning_rate': 0.0001583444425929012, 'epoch': 0.21}

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{'loss': 8.306, 'grad_norm': 0.31039923429489136, 'learning_rate': 0.00015813614397600402, 'epoch': 0.21}
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                                                         {'loss': 8.2757, 'grad_norm': 0.29063305258750916, 'learning_rate': 0.00015792784535910683, 'epoch': 0.21}

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                                                         {'loss': 8.2087, 'grad_norm': 0.1917797476053238, 'learning_rate': 0.00015771954674220962, 'epoch': 0.21}

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                                                         {'loss': 8.183, 'grad_norm': 0.21154193580150604, 'learning_rate': 0.00015751124812531247, 'epoch': 0.21}

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                                                         {'loss': 8.1548, 'grad_norm': 0.15115875005722046, 'learning_rate': 0.00015730294950841526, 'epoch': 0.21}

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                                                         {'loss': 8.2695, 'grad_norm': 0.09533646702766418, 'learning_rate': 0.0001570946508915181, 'epoch': 0.21}

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                                                         {'loss': 8.2198, 'grad_norm': 0.09479597210884094, 'learning_rate': 0.0001568863522746209, 'epoch': 0.22}

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                                                         {'loss': 8.2224, 'grad_norm': 0.08138279616832733, 'learning_rate': 0.0001566780536577237, 'epoch': 0.22}

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                                                         {'loss': 8.3348, 'grad_norm': 0.07802160084247589, 'learning_rate': 0.00015646975504082653, 'epoch': 0.22}

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                                                         {'loss': 8.1947, 'grad_norm': 0.08187185227870941, 'learning_rate': 0.0001560531578070322, 'epoch': 0.22}

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                                                         {'loss': 8.1667, 'grad_norm': 0.07603979855775833, 'learning_rate': 0.00015584485919013498, 'epoch': 0.22}

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                                                         {'loss': 8.198, 'grad_norm': 0.06989099830389023, 'learning_rate': 0.0001556365605732378, 'epoch': 0.22}

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                                                         {'loss': 8.2912, 'grad_norm': 0.07759501039981842, 'learning_rate': 0.00015542826195634062, 'epoch': 0.22}

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                                                         {'loss': 8.1698, 'grad_norm': 0.07652311772108078, 'learning_rate': 0.00015521996333944343, 'epoch': 0.22}

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{'loss': 8.2385, 'grad_norm': 0.07245185971260071, 'learning_rate': 0.00015501166472254625, 'epoch': 0.22}
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                                                         {'loss': 8.1631, 'grad_norm': 0.07915575802326202, 'learning_rate': 0.00015480336610564907, 'epoch': 0.23}

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{'loss': 8.2106, 'grad_norm': 0.0812491625547409, 'learning_rate': 0.00015459506748875188, 'epoch': 0.23}
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                                                         {'loss': 8.2651, 'grad_norm': 0.0744352713227272, 'learning_rate': 0.0001543867688718547, 'epoch': 0.23}

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                                                         {'loss': 8.1734, 'grad_norm': 0.06884071975946426, 'learning_rate': 0.00015417847025495752, 'epoch': 0.23}

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{'loss': 8.2117, 'grad_norm': 0.07604870945215225, 'learning_rate': 0.00015397017163806034, 'epoch': 0.23}
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                                                         {'loss': 8.2612, 'grad_norm': 0.06612829864025116, 'learning_rate': 0.00015376187302116313, 'epoch': 0.23}

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                                                         {'loss': 8.2376, 'grad_norm': 0.07287005335092545, 'learning_rate': 0.00015355357440426597, 'epoch': 0.23}

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                                                         {'loss': 8.3448, 'grad_norm': 0.07752323895692825, 'learning_rate': 0.00015334527578736876, 'epoch': 0.23}

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                                                         {'loss': 8.3111, 'grad_norm': 0.07139836996793747, 'learning_rate': 0.0001531369771704716, 'epoch': 0.23}

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                                                         {'loss': 8.1789, 'grad_norm': 0.12696251273155212, 'learning_rate': 0.00015292867855357442, 'epoch': 0.24}

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                                                         {'loss': 8.2524, 'grad_norm': 0.07524208724498749, 'learning_rate': 0.00015272037993667721, 'epoch': 0.24}

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{'loss': 8.2766, 'grad_norm': 0.09132806211709976, 'learning_rate': 0.00015251208131978006, 'epoch': 0.24}
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                                                         {'loss': 8.2942, 'grad_norm': 0.10059680044651031, 'learning_rate': 0.00015230378270288285, 'epoch': 0.24}

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{'loss': 8.2807, 'grad_norm': 0.10685534030199051, 'learning_rate': 0.00015188718546908848, 'epoch': 0.24}
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                                                         {'loss': 8.2563, 'grad_norm': 0.08229806274175644, 'learning_rate': 0.00015167888685219133, 'epoch': 0.24}

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                                                         {'loss': 8.3991, 'grad_norm': 0.13947848975658417, 'learning_rate': 0.00015147058823529412, 'epoch': 0.24}

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                                                         {'loss': 8.2195, 'grad_norm': 0.08602254092693329, 'learning_rate': 0.00015126228961839694, 'epoch': 0.24}

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                                                         {'loss': 8.2963, 'grad_norm': 0.22473253309726715, 'learning_rate': 0.00015105399100149975, 'epoch': 0.24}

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                                                         {'loss': 8.137, 'grad_norm': 0.2794743776321411, 'learning_rate': 0.00015084569238460257, 'epoch': 0.25}

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{'loss': 8.3139, 'grad_norm': 0.25039488077163696, 'learning_rate': 0.0001506373937677054, 'epoch': 0.25}
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                                                         {'loss': 8.3168, 'grad_norm': 0.27900251746177673, 'learning_rate': 0.0001504290951508082, 'epoch': 0.25}

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{'loss': 8.2761, 'grad_norm': 0.2611384093761444, 'learning_rate': 0.00015022079653391102, 'epoch': 0.25}
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                                                         {'loss': 8.2357, 'grad_norm': 0.1796887218952179, 'learning_rate': 0.00015001249791701384, 'epoch': 0.25}

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                                                         {'loss': 8.2785, 'grad_norm': 0.17399173974990845, 'learning_rate': 0.00014980419930011666, 'epoch': 0.25}

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                                                         {'loss': 8.2839, 'grad_norm': 0.10740101337432861, 'learning_rate': 0.00014959590068321947, 'epoch': 0.25}

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{'loss': 8.2986, 'grad_norm': 0.14772948622703552, 'learning_rate': 0.0001493876020663223, 'epoch': 0.25}
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{'loss': 8.1734, 'grad_norm': 0.08773075044155121, 'learning_rate': 0.0001491793034494251, 'epoch': 0.25}
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                                                         {'loss': 8.1985, 'grad_norm': 0.1152760311961174, 'learning_rate': 0.00014897100483252793, 'epoch': 0.26}

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{'loss': 8.3065, 'grad_norm': 0.08619935065507889, 'learning_rate': 0.00014876270621563074, 'epoch': 0.26}
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                                                         {'loss': 8.2787, 'grad_norm': 0.09915275126695633, 'learning_rate': 0.00014855440759873356, 'epoch': 0.26}

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                                                         {'loss': 8.2288, 'grad_norm': 0.07083038985729218, 'learning_rate': 0.00014834610898183635, 'epoch': 0.26}

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                                                         {'loss': 8.3058, 'grad_norm': 0.06901567429304123, 'learning_rate': 0.0001481378103649392, 'epoch': 0.26}

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{'loss': 8.2852, 'grad_norm': 0.0727553442120552, 'learning_rate': 0.00014792951174804199, 'epoch': 0.26}
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{'loss': 8.2208, 'grad_norm': 0.07394254207611084, 'learning_rate': 0.00014772121313114483, 'epoch': 0.26}
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                                                         {'loss': 8.2888, 'grad_norm': 0.07163731753826141, 'learning_rate': 0.00014751291451424762, 'epoch': 0.26}

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                                                         {'loss': 8.2407, 'grad_norm': 0.08039779961109161, 'learning_rate': 0.00014730461589735044, 'epoch': 0.26}

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                                                         {'loss': 8.3209, 'grad_norm': 0.06449968367815018, 'learning_rate': 0.00014709631728045326, 'epoch': 0.26}

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{'loss': 8.291, 'grad_norm': 0.07166272401809692, 'learning_rate': 0.00014688801866355607, 'epoch': 0.27}
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                                                         {'loss': 8.291, 'grad_norm': 0.07150700688362122, 'learning_rate': 0.0001466797200466589, 'epoch': 0.27}

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{'loss': 8.2474, 'grad_norm': 0.07013195008039474, 'learning_rate': 0.0001464714214297617, 'epoch': 0.27}
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                                                         {'loss': 8.1949, 'grad_norm': 0.08484341204166412, 'learning_rate': 0.00014626312281286455, 'epoch': 0.27}

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                                                         {'loss': 8.3542, 'grad_norm': 0.07094646990299225, 'learning_rate': 0.00014605482419596734, 'epoch': 0.27}

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{'loss': 8.2975, 'grad_norm': 0.06549292802810669, 'learning_rate': 0.00014584652557907016, 'epoch': 0.27}
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                                                         {'loss': 8.2603, 'grad_norm': 0.0688088983297348, 'learning_rate': 0.00014563822696217298, 'epoch': 0.27}

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                                                         {'loss': 8.1838, 'grad_norm': 0.06441597640514374, 'learning_rate': 0.0001454299283452758, 'epoch': 0.27}

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                                                         {'loss': 8.3163, 'grad_norm': 0.06597498804330826, 'learning_rate': 0.0001452216297283786, 'epoch': 0.27}

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{'loss': 8.3196, 'grad_norm': 0.07049238681793213, 'learning_rate': 0.00014501333111148143, 'epoch': 0.27}
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                                                         {'loss': 8.2284, 'grad_norm': 0.06192409619688988, 'learning_rate': 0.00014459673387768706, 'epoch': 0.28}

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{'loss': 8.156, 'grad_norm': 0.07036594301462173, 'learning_rate': 0.00014438843526078985, 'epoch': 0.28}
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{'loss': 8.2327, 'grad_norm': 0.06661955267190933, 'learning_rate': 0.0001441801366438927, 'epoch': 0.28}
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{'loss': 8.276, 'grad_norm': 0.0702076256275177, 'learning_rate': 0.0001439718380269955, 'epoch': 0.28}

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                                                         {'loss': 8.2574, 'grad_norm': 0.0604943223297596, 'learning_rate': 0.00014376353941009833, 'epoch': 0.28}

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{'loss': 8.2708, 'grad_norm': 0.06915273517370224, 'learning_rate': 0.00014355524079320112, 'epoch': 0.28}
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{'loss': 8.3143, 'grad_norm': 0.06126135587692261, 'learning_rate': 0.00014334694217630397, 'epoch': 0.28}
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                                                         {'loss': 8.168, 'grad_norm': 0.1301131695508957, 'learning_rate': 0.00014313864355940679, 'epoch': 0.28}

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                                                         {'loss': 8.2284, 'grad_norm': 0.07294459640979767, 'learning_rate': 0.00014293034494250958, 'epoch': 0.29}

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                                                         {'loss': 8.2543, 'grad_norm': 0.0666179284453392, 'learning_rate': 0.00014272204632561242, 'epoch': 0.29}

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{'loss': 8.3124, 'grad_norm': 0.08386188000440598, 'learning_rate': 0.00014230544909181805, 'epoch': 0.29}
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                                                         {'loss': 8.3109, 'grad_norm': 0.09733255952596664, 'learning_rate': 0.00014209715047492085, 'epoch': 0.29}

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                                                         {'loss': 8.1648, 'grad_norm': 0.2432163953781128, 'learning_rate': 0.00014188885185802366, 'epoch': 0.29}

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                                                         {'loss': 8.2412, 'grad_norm': 0.28301945328712463, 'learning_rate': 0.00014168055324112648, 'epoch': 0.29}

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{'loss': 8.2487, 'grad_norm': 0.3293565511703491, 'learning_rate': 0.0001414722546242293, 'epoch': 0.29}
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                                                         {'loss': 8.295, 'grad_norm': 0.22831812500953674, 'learning_rate': 0.00014126395600733211, 'epoch': 0.29}

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                                                         {'loss': 8.2855, 'grad_norm': 0.1825481653213501, 'learning_rate': 0.00014105565739043493, 'epoch': 0.29}

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{'loss': 8.1289, 'grad_norm': 0.16750730574131012, 'learning_rate': 0.00014084735877353775, 'epoch': 0.3}
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                                                         {'loss': 8.2491, 'grad_norm': 0.10430749505758286, 'learning_rate': 0.00014063906015664057, 'epoch': 0.3}

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                                                         {'loss': 8.3007, 'grad_norm': 0.09245088696479797, 'learning_rate': 0.00014043076153974338, 'epoch': 0.3}

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{'loss': 8.1406, 'grad_norm': 0.07155091315507889, 'learning_rate': 0.0001402224629228462, 'epoch': 0.3}
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                                                         {'loss': 8.1351, 'grad_norm': 0.07209501415491104, 'learning_rate': 0.00014001416430594902, 'epoch': 0.3}

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                                                         {'loss': 8.3361, 'grad_norm': 0.06492767482995987, 'learning_rate': 0.00013959756707215465, 'epoch': 0.3}

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                                                         {'loss': 8.2811, 'grad_norm': 0.0715203732252121, 'learning_rate': 0.00013938926845525747, 'epoch': 0.3}

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                                                         {'loss': 8.2939, 'grad_norm': 0.06362533569335938, 'learning_rate': 0.0001391809698383603, 'epoch': 0.3}

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{'loss': 8.3024, 'grad_norm': 0.06815909594297409, 'learning_rate': 0.00013897267122146308, 'epoch': 0.31}
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{'loss': 8.2425, 'grad_norm': 0.058254342526197433, 'learning_rate': 0.00013876437260456592, 'epoch': 0.31}
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{'loss': 8.2302, 'grad_norm': 0.06682904809713364, 'learning_rate': 0.00013834777537077156, 'epoch': 0.31}
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                                                         {'loss': 8.1664, 'grad_norm': 0.06591466814279556, 'learning_rate': 0.00013813947675387435, 'epoch': 0.31}

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                                                         {'loss': 8.1995, 'grad_norm': 0.06283704191446304, 'learning_rate': 0.0001379311781369772, 'epoch': 0.31}

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{'loss': 8.177, 'grad_norm': 0.06204666197299957, 'learning_rate': 0.00013772287952007998, 'epoch': 0.31}
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                                                         {'loss': 8.2043, 'grad_norm': 0.0672445073723793, 'learning_rate': 0.0001375145809031828, 'epoch': 0.31}

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{'loss': 8.314, 'grad_norm': 0.06004064157605171, 'learning_rate': 0.00013709798366938843, 'epoch': 0.31}
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{'loss': 8.2318, 'grad_norm': 0.06707488000392914, 'learning_rate': 0.00013688968505249128, 'epoch': 0.32}
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{'loss': 8.3838, 'grad_norm': 0.06382438540458679, 'learning_rate': 0.00013668138643559407, 'epoch': 0.32}
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                                                         {'loss': 8.3337, 'grad_norm': 0.06486952304840088, 'learning_rate': 0.0001364730878186969, 'epoch': 0.32}

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{'loss': 8.3436, 'grad_norm': 0.0630040392279625, 'learning_rate': 0.0001362647892017997, 'epoch': 0.32}
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                                                         {'loss': 8.2485, 'grad_norm': 0.06417931616306305, 'learning_rate': 0.00013605649058490252, 'epoch': 0.32}

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                                                         {'loss': 8.2631, 'grad_norm': 0.06209014356136322, 'learning_rate': 0.00013584819196800534, 'epoch': 0.32}

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                                                         {'loss': 8.3897, 'grad_norm': 0.06040330231189728, 'learning_rate': 0.00013563989335110816, 'epoch': 0.32}

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{'loss': 8.1833, 'grad_norm': 0.06477826833724976, 'learning_rate': 0.00013543159473421097, 'epoch': 0.32}
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                                                         {'loss': 8.1983, 'grad_norm': 0.06220851093530655, 'learning_rate': 0.0001352232961173138, 'epoch': 0.32}

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                                                         {'loss': 8.2679, 'grad_norm': 0.06667053699493408, 'learning_rate': 0.0001350149975004166, 'epoch': 0.32}

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{'loss': 8.2768, 'grad_norm': 0.11907030642032623, 'learning_rate': 0.00013480669888351943, 'epoch': 0.33}
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                                                         {'loss': 8.2181, 'grad_norm': 0.069293312728405, 'learning_rate': 0.00013459840026662222, 'epoch': 0.33}

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                                                         {'loss': 8.2967, 'grad_norm': 0.0646989718079567, 'learning_rate': 0.00013439010164972506, 'epoch': 0.33}

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                                                         {'loss': 8.3676, 'grad_norm': 0.11325884610414505, 'learning_rate': 0.00013418180303282785, 'epoch': 0.33}

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                                                         {'loss': 8.1903, 'grad_norm': 0.08681702613830566, 'learning_rate': 0.0001339735044159307, 'epoch': 0.33}

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                                                         {'loss': 8.2762, 'grad_norm': 0.23464876413345337, 'learning_rate': 0.0001337652057990335, 'epoch': 0.33}

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                                                         {'loss': 8.2692, 'grad_norm': 0.22135578095912933, 'learning_rate': 0.0001335569071821363, 'epoch': 0.33}

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                                                         {'loss': 8.2174, 'grad_norm': 0.27504962682724, 'learning_rate': 0.00013334860856523915, 'epoch': 0.33}

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                                                         {'loss': 8.2838, 'grad_norm': 0.23744598031044006, 'learning_rate': 0.00013314030994834194, 'epoch': 0.33}

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{'loss': 8.2671, 'grad_norm': 0.17621542513370514, 'learning_rate': 0.00013293201133144478, 'epoch': 0.34}
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                                                         {'loss': 8.1948, 'grad_norm': 0.18897698819637299, 'learning_rate': 0.00013272371271454757, 'epoch': 0.34}

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                                                         {'loss': 8.2441, 'grad_norm': 0.14018665254116058, 'learning_rate': 0.0001325154140976504, 'epoch': 0.34}

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                                                         {'loss': 8.2771, 'grad_norm': 0.10174018889665604, 'learning_rate': 0.0001323071154807532, 'epoch': 0.34}

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                                                         {'loss': 8.1673, 'grad_norm': 0.06951405107975006, 'learning_rate': 0.00013209881686385602, 'epoch': 0.34}

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                                                         {'loss': 8.2623, 'grad_norm': 0.13944651186466217, 'learning_rate': 0.00013189051824695884, 'epoch': 0.34}

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                                                         {'loss': 8.2521, 'grad_norm': 0.06639374047517776, 'learning_rate': 0.00013168221963006166, 'epoch': 0.34}

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                                                         {'loss': 8.2534, 'grad_norm': 0.059275250881910324, 'learning_rate': 0.00013147392101316448, 'epoch': 0.34}

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{'loss': 8.1582, 'grad_norm': 0.06363975256681442, 'learning_rate': 0.0001312656223962673, 'epoch': 0.34}
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                                                         {'loss': 8.2059, 'grad_norm': 0.062000226229429245, 'learning_rate': 0.0001310573237793701, 'epoch': 0.34}

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                                                         {'loss': 8.1608, 'grad_norm': 0.06313491612672806, 'learning_rate': 0.00013084902516247293, 'epoch': 0.35}

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{'loss': 8.2231, 'grad_norm': 0.0642358735203743, 'learning_rate': 0.00013064072654557575, 'epoch': 0.35}
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{'loss': 8.2207, 'grad_norm': 0.06564054638147354, 'learning_rate': 0.00013043242792867856, 'epoch': 0.35}
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                                                         {'loss': 8.2033, 'grad_norm': 0.0640307366847992, 'learning_rate': 0.00013022412931178138, 'epoch': 0.35}

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                                                         {'loss': 8.233, 'grad_norm': 0.0637509673833847, 'learning_rate': 0.0001300158306948842, 'epoch': 0.35}

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                                                         {'loss': 8.174, 'grad_norm': 0.058845292776823044, 'learning_rate': 0.00012980753207798702, 'epoch': 0.35}

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                                                         {'loss': 8.3789, 'grad_norm': 0.06299302726984024, 'learning_rate': 0.00012959923346108983, 'epoch': 0.35}

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{'loss': 8.2824, 'grad_norm': 0.055688802152872086, 'learning_rate': 0.00012939093484419265, 'epoch': 0.35}
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{'loss': 8.2091, 'grad_norm': 0.06039539352059364, 'learning_rate': 0.00012918263622729544, 'epoch': 0.35}
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{'loss': 8.2624, 'grad_norm': 0.05999899283051491, 'learning_rate': 0.00012897433761039829, 'epoch': 0.36}
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{'loss': 8.2887, 'grad_norm': 0.053413257002830505, 'learning_rate': 0.00012876603899350108, 'epoch': 0.36}
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                                                         {'loss': 8.1491, 'grad_norm': 0.05856747552752495, 'learning_rate': 0.00012855774037660392, 'epoch': 0.36}

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                                                         {'loss': 8.2969, 'grad_norm': 0.06181904301047325, 'learning_rate': 0.0001283494417597067, 'epoch': 0.36}

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                                                         {'loss': 8.1712, 'grad_norm': 0.06348936259746552, 'learning_rate': 0.00012814114314280953, 'epoch': 0.36}

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                                                         {'loss': 8.2822, 'grad_norm': 0.05884912982583046, 'learning_rate': 0.00012793284452591234, 'epoch': 0.36}

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                                                         {'loss': 8.2231, 'grad_norm': 0.05453621968626976, 'learning_rate': 0.00012772454590901516, 'epoch': 0.36}

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{'loss': 8.2597, 'grad_norm': 0.056950196623802185, 'learning_rate': 0.000127516247292118, 'epoch': 0.36}
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                                                         {'loss': 8.2568, 'grad_norm': 0.056103672832250595, 'learning_rate': 0.0001273079486752208, 'epoch': 0.36}

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{'loss': 8.3728, 'grad_norm': 0.06421402096748352, 'learning_rate': 0.00012709965005832361, 'epoch': 0.36}
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                                                         {'loss': 8.2809, 'grad_norm': 0.060866061598062515, 'learning_rate': 0.00012689135144142643, 'epoch': 0.37}

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                                                         {'loss': 8.4139, 'grad_norm': 0.058636073023080826, 'learning_rate': 0.00012668305282452925, 'epoch': 0.37}

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                                                         {'loss': 8.1613, 'grad_norm': 0.05768153443932533, 'learning_rate': 0.00012647475420763207, 'epoch': 0.37}

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{'loss': 8.2551, 'grad_norm': 0.05716802552342415, 'learning_rate': 0.00012626645559073488, 'epoch': 0.37}
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{'loss': 8.3604, 'grad_norm': 0.05390734225511551, 'learning_rate': 0.0001260581569738377, 'epoch': 0.37}
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                                                         {'loss': 8.2624, 'grad_norm': 0.06933949887752533, 'learning_rate': 0.00012584985835694052, 'epoch': 0.37}

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                                                         {'loss': 8.2676, 'grad_norm': 0.09060760587453842, 'learning_rate': 0.00012564155974004334, 'epoch': 0.37}

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                                                         {'loss': 8.2897, 'grad_norm': 0.05982859432697296, 'learning_rate': 0.00012543326112314615, 'epoch': 0.37}

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{'loss': 8.16, 'grad_norm': 0.06227004528045654, 'learning_rate': 0.00012522496250624894, 'epoch': 0.37}
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                                                         {'loss': 8.1936, 'grad_norm': 0.06625580042600632, 'learning_rate': 0.0001250166638893518, 'epoch': 0.37}

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                                                         {'loss': 8.2693, 'grad_norm': 0.12240123748779297, 'learning_rate': 0.00012480836527245458, 'epoch': 0.38}

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                                                         {'loss': 8.2209, 'grad_norm': 0.32719847559928894, 'learning_rate': 0.00012460006665555742, 'epoch': 0.38}

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                                                         {'loss': 8.3213, 'grad_norm': 0.24148723483085632, 'learning_rate': 0.00012439176803866024, 'epoch': 0.38}

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                                                         {'loss': 8.3182, 'grad_norm': 0.28531205654144287, 'learning_rate': 0.00012418346942176303, 'epoch': 0.38}

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                                                         {'loss': 8.3084, 'grad_norm': 0.16538210213184357, 'learning_rate': 0.00012397517080486587, 'epoch': 0.38}

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                                                         {'loss': 8.2792, 'grad_norm': 0.12317106127738953, 'learning_rate': 0.00012376687218796867, 'epoch': 0.38}

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                                                         {'loss': 8.2743, 'grad_norm': 0.11428707838058472, 'learning_rate': 0.0001235585735710715, 'epoch': 0.38}

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                                                         {'loss': 8.1443, 'grad_norm': 0.0744626373052597, 'learning_rate': 0.0001233502749541743, 'epoch': 0.38}

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                                                         {'loss': 8.2351, 'grad_norm': 0.07832136750221252, 'learning_rate': 0.00012293367772037993, 'epoch': 0.39}

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                                                         {'loss': 8.3032, 'grad_norm': 0.05753723904490471, 'learning_rate': 0.00012272537910348275, 'epoch': 0.39}

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{'loss': 8.3006, 'grad_norm': 0.0582297146320343, 'learning_rate': 0.00012251708048658557, 'epoch': 0.39}
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                                                         {'loss': 8.1542, 'grad_norm': 0.05942187458276749, 'learning_rate': 0.0001223087818696884, 'epoch': 0.39}

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                                                         {'loss': 8.3421, 'grad_norm': 0.06011901795864105, 'learning_rate': 0.00012189218463589402, 'epoch': 0.39}

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                                                         {'loss': 8.3219, 'grad_norm': 0.056068047881126404, 'learning_rate': 0.00012168388601899683, 'epoch': 0.39}

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{'loss': 8.1328, 'grad_norm': 0.05560208484530449, 'learning_rate': 0.00012147558740209966, 'epoch': 0.39}
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                                                         {'loss': 8.2349, 'grad_norm': 0.05759064853191376, 'learning_rate': 0.00012126728878520249, 'epoch': 0.39}

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{'loss': 8.163, 'grad_norm': 0.05579664185643196, 'learning_rate': 0.00012105899016830529, 'epoch': 0.39}
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                                                         {'loss': 8.1936, 'grad_norm': 0.05233095958828926, 'learning_rate': 0.00012085069155140811, 'epoch': 0.4}

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                                                         {'loss': 8.2122, 'grad_norm': 0.05881982296705246, 'learning_rate': 0.00012064239293451091, 'epoch': 0.4}

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{'loss': 8.1825, 'grad_norm': 0.0548841618001461, 'learning_rate': 0.00012043409431761374, 'epoch': 0.4}
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                                                         {'loss': 8.2023, 'grad_norm': 0.05878182128071785, 'learning_rate': 0.00012022579570071655, 'epoch': 0.4}

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                                                         {'loss': 8.1773, 'grad_norm': 0.05046631395816803, 'learning_rate': 0.00012001749708381938, 'epoch': 0.4}

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                                                         {'loss': 8.197, 'grad_norm': 0.059134744107723236, 'learning_rate': 0.00011980919846692218, 'epoch': 0.4}

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                                                         {'loss': 8.2023, 'grad_norm': 0.0529165118932724, 'learning_rate': 0.000119600899850025, 'epoch': 0.4}

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                                                         {'loss': 8.3073, 'grad_norm': 0.05599274858832359, 'learning_rate': 0.00011939260123312782, 'epoch': 0.4}

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                                                         {'loss': 8.3101, 'grad_norm': 0.05365709215402603, 'learning_rate': 0.00011918430261623063, 'epoch': 0.4}

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                                                         {'loss': 8.3176, 'grad_norm': 0.05747111141681671, 'learning_rate': 0.00011897600399933344, 'epoch': 0.41}

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                                                         {'loss': 8.2168, 'grad_norm': 0.05421680212020874, 'learning_rate': 0.00011876770538243627, 'epoch': 0.41}

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                                                         {'loss': 8.1854, 'grad_norm': 0.05916597321629524, 'learning_rate': 0.00011855940676553907, 'epoch': 0.41}

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                                                         {'loss': 8.1938, 'grad_norm': 0.05328746140003204, 'learning_rate': 0.0001183511081486419, 'epoch': 0.41}

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{'loss': 8.2388, 'grad_norm': 0.05954050272703171, 'learning_rate': 0.00011814280953174472, 'epoch': 0.41}
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                                                         {'loss': 8.2692, 'grad_norm': 0.05891764909029007, 'learning_rate': 0.00011793451091484752, 'epoch': 0.41}

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                                                         {'loss': 8.2526, 'grad_norm': 0.05932822450995445, 'learning_rate': 0.00011772621229795036, 'epoch': 0.41}

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                                                         {'loss': 8.2687, 'grad_norm': 0.05620057135820389, 'learning_rate': 0.00011751791368105316, 'epoch': 0.41}

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{'loss': 8.2737, 'grad_norm': 0.05527329817414284, 'learning_rate': 0.00011730961506415599, 'epoch': 0.41}
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                                                         {'loss': 8.1547, 'grad_norm': 0.05749036371707916, 'learning_rate': 0.0001171013164472588, 'epoch': 0.41}

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                                                         {'loss': 8.2878, 'grad_norm': 0.054984938353300095, 'learning_rate': 0.00011689301783036161, 'epoch': 0.42}

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                                                         {'loss': 8.2994, 'grad_norm': 0.0557609386742115, 'learning_rate': 0.00011668471921346443, 'epoch': 0.42}

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                                                         {'loss': 8.2358, 'grad_norm': 0.0811053141951561, 'learning_rate': 0.00011647642059656725, 'epoch': 0.42}

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{'loss': 8.2175, 'grad_norm': 0.061935655772686005, 'learning_rate': 0.00011626812197967005, 'epoch': 0.42}
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                                                         {'loss': 8.1531, 'grad_norm': 0.08876287192106247, 'learning_rate': 0.00011605982336277288, 'epoch': 0.42}

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                                                         {'loss': 8.2912, 'grad_norm': 0.059587061405181885, 'learning_rate': 0.00011585152474587568, 'epoch': 0.42}

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                                                         {'loss': 8.2174, 'grad_norm': 0.05590423569083214, 'learning_rate': 0.00011564322612897852, 'epoch': 0.42}

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                                                         {'loss': 8.2375, 'grad_norm': 0.06483447551727295, 'learning_rate': 0.00011543492751208132, 'epoch': 0.42}

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                                                         {'loss': 8.2373, 'grad_norm': 0.0720980167388916, 'learning_rate': 0.00011522662889518414, 'epoch': 0.42}

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{'loss': 8.2464, 'grad_norm': 0.18741105496883392, 'learning_rate': 0.00011501833027828697, 'epoch': 0.42}
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{'loss': 8.1754, 'grad_norm': 0.2275317907333374, 'learning_rate': 0.00011481003166138977, 'epoch': 0.43}
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                                                         {'loss': 8.2892, 'grad_norm': 0.2617172300815582, 'learning_rate': 0.0001146017330444926, 'epoch': 0.43}

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                                                         {'loss': 8.2072, 'grad_norm': 0.21108679473400116, 'learning_rate': 0.0001143934344275954, 'epoch': 0.43}

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                                                         {'loss': 8.1962, 'grad_norm': 0.21277733147144318, 'learning_rate': 0.00011418513581069822, 'epoch': 0.43}

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                                                         {'loss': 8.1344, 'grad_norm': 0.11064162105321884, 'learning_rate': 0.00011397683719380103, 'epoch': 0.43}

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                                                         {'loss': 8.2335, 'grad_norm': 0.09105836600065231, 'learning_rate': 0.00011376853857690386, 'epoch': 0.43}

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                                                         {'loss': 8.3252, 'grad_norm': 0.1030784398317337, 'learning_rate': 0.00011356023996000666, 'epoch': 0.43}

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                                                         {'loss': 8.2745, 'grad_norm': 0.055877868086099625, 'learning_rate': 0.0001131436427262123, 'epoch': 0.43}

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{'loss': 8.243, 'grad_norm': 0.06118149310350418, 'learning_rate': 0.00011293534410931513, 'epoch': 0.44}
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{'loss': 8.265, 'grad_norm': 0.05954522266983986, 'learning_rate': 0.00011272704549241793, 'epoch': 0.44}
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                                                         {'loss': 8.3051, 'grad_norm': 0.05537000298500061, 'learning_rate': 0.00011251874687552075, 'epoch': 0.44}

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                                                         {'loss': 8.3314, 'grad_norm': 0.051570046693086624, 'learning_rate': 0.00011231044825862355, 'epoch': 0.44}

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{'loss': 8.1344, 'grad_norm': 0.05105247348546982, 'learning_rate': 0.00011210214964172638, 'epoch': 0.44}
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{'loss': 8.1202, 'grad_norm': 0.054972000420093536, 'learning_rate': 0.00011189385102482921, 'epoch': 0.44}
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                                                         {'loss': 8.2109, 'grad_norm': 0.0569765605032444, 'learning_rate': 0.00011168555240793202, 'epoch': 0.44}

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{'loss': 8.2021, 'grad_norm': 0.055397264659404755, 'learning_rate': 0.00011147725379103484, 'epoch': 0.44}
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                                                         {'loss': 8.3482, 'grad_norm': 0.05480937659740448, 'learning_rate': 0.00011126895517413764, 'epoch': 0.44}

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{'loss': 8.2916, 'grad_norm': 0.05701837316155434, 'learning_rate': 0.00011106065655724047, 'epoch': 0.44}
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                                                         {'loss': 8.1673, 'grad_norm': 0.057341426610946655, 'learning_rate': 0.00011085235794034327, 'epoch': 0.45}

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                                                         {'loss': 8.2351, 'grad_norm': 0.05866776406764984, 'learning_rate': 0.0001106440593234461, 'epoch': 0.45}

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                                                         {'loss': 8.3225, 'grad_norm': 0.05396265536546707, 'learning_rate': 0.00011043576070654891, 'epoch': 0.45}

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                                                         {'loss': 8.2772, 'grad_norm': 0.04974069818854332, 'learning_rate': 0.00011022746208965174, 'epoch': 0.45}

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                                                         {'loss': 8.2596, 'grad_norm': 0.054567236453294754, 'learning_rate': 0.00011001916347275454, 'epoch': 0.45}

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                                                         {'loss': 8.2498, 'grad_norm': 0.049545589834451675, 'learning_rate': 0.00010981086485585736, 'epoch': 0.45}

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                                                         {'loss': 8.2412, 'grad_norm': 0.05596224218606949, 'learning_rate': 0.00010960256623896016, 'epoch': 0.45}

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                                                         {'loss': 8.3042, 'grad_norm': 0.053246255964040756, 'learning_rate': 0.000109394267622063, 'epoch': 0.45}

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                                                         {'loss': 8.2908, 'grad_norm': 0.05232449993491173, 'learning_rate': 0.0001091859690051658, 'epoch': 0.45}

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                                                         {'loss': 8.3014, 'grad_norm': 0.05480183660984039, 'learning_rate': 0.00010897767038826863, 'epoch': 0.46}

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                                                         {'loss': 8.2712, 'grad_norm': 0.05409638211131096, 'learning_rate': 0.00010876937177137145, 'epoch': 0.46}

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                                                         {'loss': 8.1256, 'grad_norm': 0.05206143483519554, 'learning_rate': 0.00010856107315447425, 'epoch': 0.46}

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                                                         {'loss': 8.2934, 'grad_norm': 0.05346566066145897, 'learning_rate': 0.00010835277453757708, 'epoch': 0.46}

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                                                         {'loss': 8.3584, 'grad_norm': 0.05835357680916786, 'learning_rate': 0.00010814447592067989, 'epoch': 0.46}

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                                                         {'loss': 8.1697, 'grad_norm': 0.05185433849692345, 'learning_rate': 0.00010793617730378272, 'epoch': 0.46}

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                                                         {'loss': 8.3186, 'grad_norm': 0.05537112429738045, 'learning_rate': 0.00010772787868688552, 'epoch': 0.46}

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{'loss': 8.2418, 'grad_norm': 0.05894407629966736, 'learning_rate': 0.00010751958006998835, 'epoch': 0.46}
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                                                         {'loss': 8.2965, 'grad_norm': 0.05257642641663551, 'learning_rate': 0.00010731128145309116, 'epoch': 0.46}

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                                                         {'loss': 8.275, 'grad_norm': 0.05450434237718582, 'learning_rate': 0.00010710298283619397, 'epoch': 0.46}

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{'loss': 8.2628, 'grad_norm': 0.05343582108616829, 'learning_rate': 0.00010668638560239961, 'epoch': 0.47}
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                                                         {'loss': 8.2146, 'grad_norm': 0.051243145018815994, 'learning_rate': 0.00010647808698550241, 'epoch': 0.47}

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                                                         {'loss': 8.2304, 'grad_norm': 0.05271598696708679, 'learning_rate': 0.00010626978836860524, 'epoch': 0.47}

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{'loss': 8.2052, 'grad_norm': 0.04920933023095131, 'learning_rate': 0.00010585319113481086, 'epoch': 0.47}
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                                                         {'loss': 8.2161, 'grad_norm': 0.05631610006093979, 'learning_rate': 0.0001056448925179137, 'epoch': 0.47}

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{'loss': 8.1943, 'grad_norm': 0.05036032572388649, 'learning_rate': 0.0001054365939010165, 'epoch': 0.47}
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                                                         {'loss': 8.2633, 'grad_norm': 0.05563134327530861, 'learning_rate': 0.00010522829528411933, 'epoch': 0.47}

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{'loss': 8.1565, 'grad_norm': 0.052805110812187195, 'learning_rate': 0.00010501999666722213, 'epoch': 0.47}
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                                                         {'loss': 8.2713, 'grad_norm': 0.05098741874098778, 'learning_rate': 0.00010481169805032496, 'epoch': 0.48}

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{'loss': 8.2868, 'grad_norm': 0.05256222188472748, 'learning_rate': 0.00010460339943342777, 'epoch': 0.48}
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                                                         {'loss': 8.163, 'grad_norm': 0.05689454451203346, 'learning_rate': 0.00010439510081653059, 'epoch': 0.48}

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{'loss': 8.24, 'grad_norm': 0.05158631503582001, 'learning_rate': 0.00010418680219963339, 'epoch': 0.48}
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                                                         {'loss': 8.3326, 'grad_norm': 0.05645887926220894, 'learning_rate': 0.00010397850358273622, 'epoch': 0.48}

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                                                         {'loss': 8.2696, 'grad_norm': 0.15955471992492676, 'learning_rate': 0.00010377020496583902, 'epoch': 0.48}

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                                                         {'loss': 8.2766, 'grad_norm': 0.2446274310350418, 'learning_rate': 0.00010356190634894185, 'epoch': 0.48}

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                                                         {'loss': 8.2071, 'grad_norm': 0.21850842237472534, 'learning_rate': 0.00010335360773204466, 'epoch': 0.48}

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                                                         {'loss': 8.2487, 'grad_norm': 0.26073530316352844, 'learning_rate': 0.00010314530911514748, 'epoch': 0.48}

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                                                         {'loss': 8.3122, 'grad_norm': 0.12661229074001312, 'learning_rate': 0.00010293701049825028, 'epoch': 0.49}

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                                                         {'loss': 8.2446, 'grad_norm': 0.0985216572880745, 'learning_rate': 0.00010272871188135311, 'epoch': 0.49}

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{'loss': 8.34, 'grad_norm': 0.05973537266254425, 'learning_rate': 0.00010252041326445594, 'epoch': 0.49}
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{'loss': 8.2518, 'grad_norm': 0.05214502662420273, 'learning_rate': 0.00010231211464755875, 'epoch': 0.49}
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{'loss': 8.3749, 'grad_norm': 0.0682404413819313, 'learning_rate': 0.00010210381603066158, 'epoch': 0.49}
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                                                         {'loss': 8.3143, 'grad_norm': 0.05596698820590973, 'learning_rate': 0.00010189551741376438, 'epoch': 0.49}

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{'loss': 8.323, 'grad_norm': 0.05297398939728737, 'learning_rate': 0.0001016872187968672, 'epoch': 0.49}
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{'loss': 8.2014, 'grad_norm': 0.05476801097393036, 'learning_rate': 0.00010127062156307283, 'epoch': 0.49}
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                                                         {'loss': 8.3104, 'grad_norm': 0.05398575961589813, 'learning_rate': 0.00010106232294617564, 'epoch': 0.49}

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                                                         {'loss': 8.2082, 'grad_norm': 0.059224843978881836, 'learning_rate': 0.00010085402432927847, 'epoch': 0.5}

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                                                         {'loss': 8.2353, 'grad_norm': 0.05460654944181442, 'learning_rate': 0.00010064572571238127, 'epoch': 0.5}

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                                                         {'loss': 8.169, 'grad_norm': 0.051750339567661285, 'learning_rate': 0.00010043742709548409, 'epoch': 0.5}

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                                                         {'loss': 8.291, 'grad_norm': 0.05305931344628334, 'learning_rate': 0.00010022912847858689, 'epoch': 0.5}

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                                                         {'loss': 8.2179, 'grad_norm': 0.05881332978606224, 'learning_rate': 0.00010002082986168972, 'epoch': 0.5}

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                                                         {'loss': 8.2718, 'grad_norm': 0.05610990896821022, 'learning_rate': 9.981253124479254e-05, 'epoch': 0.5}

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                                                         {'loss': 8.1772, 'grad_norm': 0.05577930808067322, 'learning_rate': 9.960423262789536e-05, 'epoch': 0.5}

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{'loss': 8.3335, 'grad_norm': 0.05334385856986046, 'learning_rate': 9.939593401099818e-05, 'epoch': 0.5}
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{'loss': 8.3528, 'grad_norm': 0.056755829602479935, 'learning_rate': 9.918763539410099e-05, 'epoch': 0.5}
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                                                         {'loss': 8.2776, 'grad_norm': 0.055372584611177444, 'learning_rate': 9.89793367772038e-05, 'epoch': 0.51}

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                                                         {'loss': 8.1362, 'grad_norm': 0.05301939696073532, 'learning_rate': 9.877103816030661e-05, 'epoch': 0.51}

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                                                         {'loss': 8.2092, 'grad_norm': 0.05048541724681854, 'learning_rate': 9.856273954340943e-05, 'epoch': 0.51}

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                                                         {'loss': 8.3038, 'grad_norm': 0.049488894641399384, 'learning_rate': 9.835444092651225e-05, 'epoch': 0.51}

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                                                         {'loss': 8.2701, 'grad_norm': 0.05321311950683594, 'learning_rate': 9.814614230961507e-05, 'epoch': 0.51}

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{'loss': 8.329, 'grad_norm': 0.0519765205681324, 'learning_rate': 9.793784369271788e-05, 'epoch': 0.51}
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{'loss': 8.2346, 'grad_norm': 0.05230480805039406, 'learning_rate': 9.77295450758207e-05, 'epoch': 0.51}
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{'loss': 8.2146, 'grad_norm': 0.05215512961149216, 'learning_rate': 9.752124645892352e-05, 'epoch': 0.51}
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                                                         {'loss': 8.3641, 'grad_norm': 0.05272742733359337, 'learning_rate': 9.731294784202634e-05, 'epoch': 0.51}

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                                                         {'loss': 8.2287, 'grad_norm': 0.052055682986974716, 'learning_rate': 9.710464922512915e-05, 'epoch': 0.51}

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{'loss': 8.2455, 'grad_norm': 0.055676087737083435, 'learning_rate': 9.689635060823197e-05, 'epoch': 0.52}
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{'loss': 8.2562, 'grad_norm': 0.05454207956790924, 'learning_rate': 9.668805199133479e-05, 'epoch': 0.52}
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                                                         {'loss': 8.3084, 'grad_norm': 0.04851044341921806, 'learning_rate': 9.64797533744376e-05, 'epoch': 0.52}

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                                                         {'loss': 8.2426, 'grad_norm': 0.05296789109706879, 'learning_rate': 9.627145475754041e-05, 'epoch': 0.52}

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{'loss': 8.3877, 'grad_norm': 0.05391281470656395, 'learning_rate': 9.606315614064323e-05, 'epoch': 0.52}
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                                                         {'loss': 8.2957, 'grad_norm': 0.05074465274810791, 'learning_rate': 9.585485752374604e-05, 'epoch': 0.52}

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                                                         {'loss': 8.2743, 'grad_norm': 0.05594693496823311, 'learning_rate': 9.564655890684886e-05, 'epoch': 0.52}

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{'loss': 8.2557, 'grad_norm': 0.05092007294297218, 'learning_rate': 9.543826028995168e-05, 'epoch': 0.52}
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{'loss': 8.3161, 'grad_norm': 0.051401905715465546, 'learning_rate': 9.52299616730545e-05, 'epoch': 0.52}
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{'loss': 8.2774, 'grad_norm': 0.05549117550253868, 'learning_rate': 9.502166305615731e-05, 'epoch': 0.52}
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                                                         {'loss': 8.2867, 'grad_norm': 0.04791289567947388, 'learning_rate': 9.481336443926013e-05, 'epoch': 0.53}

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                                                         {'loss': 8.1748, 'grad_norm': 0.052340999245643616, 'learning_rate': 9.460506582236295e-05, 'epoch': 0.53}

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{'loss': 8.2173, 'grad_norm': 0.05300789698958397, 'learning_rate': 9.439676720546576e-05, 'epoch': 0.53}
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                                                         {'loss': 8.2463, 'grad_norm': 0.05540087819099426, 'learning_rate': 9.418846858856858e-05, 'epoch': 0.53}

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{'loss': 8.3222, 'grad_norm': 0.04968034476041794, 'learning_rate': 9.39801699716714e-05, 'epoch': 0.53}
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                                                         {'loss': 8.2831, 'grad_norm': 0.04927120730280876, 'learning_rate': 9.37718713547742e-05, 'epoch': 0.53}

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                                                         {'loss': 8.1779, 'grad_norm': 0.0720805823802948, 'learning_rate': 9.356357273787702e-05, 'epoch': 0.53}

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{'loss': 8.1964, 'grad_norm': 0.13486169278621674, 'learning_rate': 9.335527412097984e-05, 'epoch': 0.53}
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{'loss': 8.3086, 'grad_norm': 0.13783390820026398, 'learning_rate': 9.314697550408266e-05, 'epoch': 0.53}

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                                                         {'loss': 8.3008, 'grad_norm': 0.15665625035762787, 'learning_rate': 9.293867688718547e-05, 'epoch': 0.54}


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                                                         {'loss': 8.2092, 'grad_norm': 0.16546158492565155, 'learning_rate': 9.273037827028829e-05, 'epoch': 0.54}

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                                                         {'loss': 8.2862, 'grad_norm': 0.10636956244707108, 'learning_rate': 9.252207965339111e-05, 'epoch': 0.54}


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{'loss': 8.3092, 'grad_norm': 0.07768776267766953, 'learning_rate': 9.231378103649391e-05, 'epoch': 0.54}
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                                                         {'loss': 8.1875, 'grad_norm': 0.05702821537852287, 'learning_rate': 9.210548241959673e-05, 'epoch': 0.54}

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                                                         {'loss': 8.2668, 'grad_norm': 0.07194896042346954, 'learning_rate': 9.189718380269955e-05, 'epoch': 0.54}

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{'loss': 8.2872, 'grad_norm': 0.05979252979159355, 'learning_rate': 9.168888518580238e-05, 'epoch': 0.54}
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                                                         {'loss': 8.2673, 'grad_norm': 0.05045514181256294, 'learning_rate': 9.14805865689052e-05, 'epoch': 0.54}

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                                                         {'loss': 8.2422, 'grad_norm': 0.05165395885705948, 'learning_rate': 9.127228795200801e-05, 'epoch': 0.54}

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                                                         {'loss': 8.1513, 'grad_norm': 0.05767064169049263, 'learning_rate': 9.106398933511082e-05, 'epoch': 0.54}

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                                                         {'loss': 8.1318, 'grad_norm': 0.050940245389938354, 'learning_rate': 9.085569071821363e-05, 'epoch': 0.55}

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                                                         {'loss': 8.1923, 'grad_norm': 0.04827284440398216, 'learning_rate': 9.064739210131645e-05, 'epoch': 0.55}

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                                                         {'loss': 8.2968, 'grad_norm': 0.053584277629852295, 'learning_rate': 9.043909348441927e-05, 'epoch': 0.55}

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                                                         {'loss': 8.2322, 'grad_norm': 0.05284624546766281, 'learning_rate': 9.023079486752209e-05, 'epoch': 0.55}

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                                                         {'loss': 8.2873, 'grad_norm': 0.050717975944280624, 'learning_rate': 9.00224962506249e-05, 'epoch': 0.55}

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{'loss': 8.3016, 'grad_norm': 0.05375552177429199, 'learning_rate': 8.981419763372772e-05, 'epoch': 0.55}
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                                                         {'loss': 8.2427, 'grad_norm': 0.050364136695861816, 'learning_rate': 8.960589901683052e-05, 'epoch': 0.55}

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                                                         {'loss': 8.1547, 'grad_norm': 0.05779790133237839, 'learning_rate': 8.939760039993334e-05, 'epoch': 0.55}

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                                                         {'loss': 8.2684, 'grad_norm': 0.0496072843670845, 'learning_rate': 8.918930178303616e-05, 'epoch': 0.55}

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                                                         {'loss': 8.2335, 'grad_norm': 0.053686197847127914, 'learning_rate': 8.898100316613898e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2158, 'grad_norm': 0.05242406204342842, 'learning_rate': 8.877270454924179e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2515, 'grad_norm': 0.05151386931538582, 'learning_rate': 8.856440593234462e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2422, 'grad_norm': 0.04999246820807457, 'learning_rate': 8.835610731544743e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2562, 'grad_norm': 0.05082264542579651, 'learning_rate': 8.814780869855025e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2383, 'grad_norm': 0.054347921162843704, 'learning_rate': 8.793951008165306e-05, 'epoch': 0.56}

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                                                         {'loss': 8.2928, 'grad_norm': 0.05196426808834076, 'learning_rate': 8.773121146475588e-05, 'epoch': 0.56}

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                                                         {'loss': 8.1896, 'grad_norm': 0.05215255543589592, 'learning_rate': 8.75229128478587e-05, 'epoch': 0.56}

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{'loss': 8.3246, 'grad_norm': 0.050323113799095154, 'learning_rate': 8.710631561406433e-05, 'epoch': 0.56}
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                                                         {'loss': 8.3347, 'grad_norm': 0.052487559616565704, 'learning_rate': 8.689801699716714e-05, 'epoch': 0.57}

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                                                         {'loss': 8.2436, 'grad_norm': 0.052467700093984604, 'learning_rate': 8.668971838026995e-05, 'epoch': 0.57}

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                                                         {'loss': 8.206, 'grad_norm': 0.05087639391422272, 'learning_rate': 8.648141976337277e-05, 'epoch': 0.57}

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                                                         {'loss': 8.2662, 'grad_norm': 0.05005360394716263, 'learning_rate': 8.627312114647559e-05, 'epoch': 0.57}

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                                                         {'loss': 8.3015, 'grad_norm': 0.05340861156582832, 'learning_rate': 8.60648225295784e-05, 'epoch': 0.57}

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                                                         {'loss': 8.2212, 'grad_norm': 0.050545841455459595, 'learning_rate': 8.585652391268122e-05, 'epoch': 0.57}

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{'loss': 8.1807, 'grad_norm': 0.04824899509549141, 'learning_rate': 8.564822529578404e-05, 'epoch': 0.57}
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                                                         {'loss': 8.2642, 'grad_norm': 0.049360956996679306, 'learning_rate': 8.543992667888686e-05, 'epoch': 0.57}

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                                                         {'loss': 8.1926, 'grad_norm': 0.04742491617798805, 'learning_rate': 8.523162806198967e-05, 'epoch': 0.57}

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{'loss': 8.224, 'grad_norm': 0.04988056793808937, 'learning_rate': 8.502332944509249e-05, 'epoch': 0.57}
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                                                         {'loss': 8.1289, 'grad_norm': 0.049192965030670166, 'learning_rate': 8.481503082819531e-05, 'epoch': 0.58}

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                                                         {'loss': 8.2042, 'grad_norm': 0.05164394527673721, 'learning_rate': 8.460673221129813e-05, 'epoch': 0.58}

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{'loss': 8.1576, 'grad_norm': 0.05018205940723419, 'learning_rate': 8.439843359440094e-05, 'epoch': 0.58}
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                                                         {'loss': 8.2103, 'grad_norm': 0.05059538409113884, 'learning_rate': 8.419013497750375e-05, 'epoch': 0.58}

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                                                         {'loss': 8.231, 'grad_norm': 0.04936876520514488, 'learning_rate': 8.398183636060657e-05, 'epoch': 0.58}

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                                                         {'loss': 8.1929, 'grad_norm': 0.04971030727028847, 'learning_rate': 8.377353774370938e-05, 'epoch': 0.58}

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                                                         {'loss': 8.2067, 'grad_norm': 0.0514935627579689, 'learning_rate': 8.35652391268122e-05, 'epoch': 0.58}

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                                                         {'loss': 8.1759, 'grad_norm': 0.04992640018463135, 'learning_rate': 8.335694050991502e-05, 'epoch': 0.58}

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                                                         {'loss': 8.3087, 'grad_norm': 0.05150898918509483, 'learning_rate': 8.314864189301783e-05, 'epoch': 0.58}

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                                                         {'loss': 8.1592, 'grad_norm': 0.05286015197634697, 'learning_rate': 8.294034327612065e-05, 'epoch': 0.59}

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                                                         {'loss': 8.1979, 'grad_norm': 0.04678133875131607, 'learning_rate': 8.273204465922346e-05, 'epoch': 0.59}

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                                                         {'loss': 8.2875, 'grad_norm': 0.05312322825193405, 'learning_rate': 8.252374604232627e-05, 'epoch': 0.59}

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                                                         {'loss': 8.1882, 'grad_norm': 0.13169001042842865, 'learning_rate': 8.23154474254291e-05, 'epoch': 0.59}

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                                                         {'loss': 8.2771, 'grad_norm': 0.15831418335437775, 'learning_rate': 8.210714880853192e-05, 'epoch': 0.59}

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                                                         {'loss': 8.2262, 'grad_norm': 0.1759597510099411, 'learning_rate': 8.189885019163474e-05, 'epoch': 0.59}

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                                                         {'loss': 8.1548, 'grad_norm': 0.15852275490760803, 'learning_rate': 8.169055157473756e-05, 'epoch': 0.59}

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                                                         {'loss': 8.2133, 'grad_norm': 0.12189832329750061, 'learning_rate': 8.148225295784036e-05, 'epoch': 0.59}

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                                                         {'loss': 8.3228, 'grad_norm': 0.13543601334095, 'learning_rate': 8.127395434094318e-05, 'epoch': 0.59}

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                                                         {'loss': 8.1108, 'grad_norm': 0.06728950887918472, 'learning_rate': 8.1065655724046e-05, 'epoch': 0.59}

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                                                         {'loss': 8.246, 'grad_norm': 0.07957254350185394, 'learning_rate': 8.085735710714881e-05, 'epoch': 0.6}

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                                                         {'loss': 8.1649, 'grad_norm': 0.0525459460914135, 'learning_rate': 8.064905849025163e-05, 'epoch': 0.6}

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{'loss': 8.3156, 'grad_norm': 0.04883253946900368, 'learning_rate': 8.044075987335445e-05, 'epoch': 0.6}
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                                                         {'loss': 8.205, 'grad_norm': 0.049433767795562744, 'learning_rate': 8.023246125645726e-05, 'epoch': 0.6}

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                                                         {'loss': 8.3608, 'grad_norm': 0.05067620426416397, 'learning_rate': 8.002416263956007e-05, 'epoch': 0.6}

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                                                         {'loss': 8.1947, 'grad_norm': 0.053087975829839706, 'learning_rate': 7.981586402266289e-05, 'epoch': 0.6}

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                                                         {'loss': 8.2213, 'grad_norm': 0.05300595238804817, 'learning_rate': 7.96075654057657e-05, 'epoch': 0.6}

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                                                         {'loss': 8.1253, 'grad_norm': 0.05204029753804207, 'learning_rate': 7.939926678886852e-05, 'epoch': 0.6}

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                                                         {'loss': 8.2755, 'grad_norm': 0.05080274119973183, 'learning_rate': 7.919096817197135e-05, 'epoch': 0.6}

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                                                         {'loss': 8.1931, 'grad_norm': 0.056822799146175385, 'learning_rate': 7.898266955507417e-05, 'epoch': 0.61}

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                                                         {'loss': 8.183, 'grad_norm': 0.05261734873056412, 'learning_rate': 7.877437093817697e-05, 'epoch': 0.61}

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                                                         {'loss': 8.1629, 'grad_norm': 0.050902653485536575, 'learning_rate': 7.856607232127979e-05, 'epoch': 0.61}

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                                                         {'loss': 8.2467, 'grad_norm': 0.050025612115859985, 'learning_rate': 7.835777370438261e-05, 'epoch': 0.61}

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                                                         {'loss': 8.318, 'grad_norm': 0.04574216529726982, 'learning_rate': 7.814947508748542e-05, 'epoch': 0.61}

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{'loss': 8.1462, 'grad_norm': 0.04640643298625946, 'learning_rate': 7.794117647058824e-05, 'epoch': 0.61}
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                                                         {'loss': 8.3458, 'grad_norm': 0.04658200219273567, 'learning_rate': 7.752457923679388e-05, 'epoch': 0.61}

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                                                         {'loss': 8.2941, 'grad_norm': 0.05110602453351021, 'learning_rate': 7.731628061989668e-05, 'epoch': 0.61}

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{'loss': 8.0699, 'grad_norm': 0.05325447767972946, 'learning_rate': 7.71079820029995e-05, 'epoch': 0.61}
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                                                         {'loss': 8.2004, 'grad_norm': 0.050190869718790054, 'learning_rate': 7.689968338610232e-05, 'epoch': 0.62}

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                                                         {'loss': 8.3316, 'grad_norm': 0.054792776703834534, 'learning_rate': 7.669138476920513e-05, 'epoch': 0.62}

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{'loss': 8.3157, 'grad_norm': 0.050134558230638504, 'learning_rate': 7.648308615230795e-05, 'epoch': 0.62}
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{'loss': 8.2331, 'grad_norm': 0.05151467025279999, 'learning_rate': 7.627478753541077e-05, 'epoch': 0.62}
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{'loss': 8.229, 'grad_norm': 0.04845389351248741, 'learning_rate': 7.58581903016164e-05, 'epoch': 0.62}
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{'loss': 8.1826, 'grad_norm': 0.05192442610859871, 'learning_rate': 7.544159306782204e-05, 'epoch': 0.62}
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{'loss': 8.2254, 'grad_norm': 0.0529993511736393, 'learning_rate': 7.523329445092485e-05, 'epoch': 0.62}
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                                                         {'loss': 8.2895, 'grad_norm': 0.04632151126861572, 'learning_rate': 7.502499583402767e-05, 'epoch': 0.62}

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                                                         {'loss': 8.3975, 'grad_norm': 0.050299160182476044, 'learning_rate': 7.481669721713049e-05, 'epoch': 0.63}

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{'loss': 8.2826, 'grad_norm': 0.0483497716486454, 'learning_rate': 7.460839860023329e-05, 'epoch': 0.63}
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{'loss': 8.2174, 'grad_norm': 0.05447102338075638, 'learning_rate': 7.440009998333611e-05, 'epoch': 0.63}
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{'loss': 8.2099, 'grad_norm': 0.048664163798093796, 'learning_rate': 7.419180136643893e-05, 'epoch': 0.63}
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{'loss': 8.1169, 'grad_norm': 0.0504659004509449, 'learning_rate': 7.398350274954174e-05, 'epoch': 0.63}
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{'loss': 8.2965, 'grad_norm': 0.048046667128801346, 'learning_rate': 7.377520413264456e-05, 'epoch': 0.63}
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{'loss': 8.2466, 'grad_norm': 0.0507231242954731, 'learning_rate': 7.356690551574738e-05, 'epoch': 0.63}
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{'loss': 8.263, 'grad_norm': 0.04961966723203659, 'learning_rate': 7.33586068988502e-05, 'epoch': 0.63}
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{'loss': 8.345, 'grad_norm': 0.04991843178868294, 'learning_rate': 7.3150308281953e-05, 'epoch': 0.63}
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{'loss': 8.2819, 'grad_norm': 0.05044805631041527, 'learning_rate': 7.294200966505583e-05, 'epoch': 0.64}
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{'loss': 8.2684, 'grad_norm': 0.05095566064119339, 'learning_rate': 7.273371104815865e-05, 'epoch': 0.64}
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                                                         {'loss': 8.2582, 'grad_norm': 0.050644002854824066, 'learning_rate': 7.252541243126147e-05, 'epoch': 0.64}

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                                                         {'loss': 8.1866, 'grad_norm': 0.04939254745841026, 'learning_rate': 7.231711381436428e-05, 'epoch': 0.64}

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{'loss': 8.25, 'grad_norm': 0.04973113536834717, 'learning_rate': 7.21088151974671e-05, 'epoch': 0.64}
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                                                         {'loss': 8.2209, 'grad_norm': 0.05120367184281349, 'learning_rate': 7.19005165805699e-05, 'epoch': 0.64}

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{'loss': 8.2849, 'grad_norm': 0.04922443628311157, 'learning_rate': 7.169221796367272e-05, 'epoch': 0.64}
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{'loss': 8.293, 'grad_norm': 0.05328703671693802, 'learning_rate': 7.148391934677554e-05, 'epoch': 0.64}
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{'loss': 8.207, 'grad_norm': 0.051459863781929016, 'learning_rate': 7.127562072987836e-05, 'epoch': 0.64}
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{'loss': 8.2212, 'grad_norm': 0.050444282591342926, 'learning_rate': 7.106732211298117e-05, 'epoch': 0.64}
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                                                         {'loss': 8.3089, 'grad_norm': 0.05052037909626961, 'learning_rate': 7.085902349608399e-05, 'epoch': 0.65}

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{'loss': 8.113, 'grad_norm': 0.04667890816926956, 'learning_rate': 7.065072487918681e-05, 'epoch': 0.65}
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                                                         {'loss': 8.2021, 'grad_norm': 0.05085882917046547, 'learning_rate': 7.044242626228961e-05, 'epoch': 0.65}

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                                                         {'loss': 8.3223, 'grad_norm': 0.046235259622335434, 'learning_rate': 7.023412764539243e-05, 'epoch': 0.65}

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                                                         {'loss': 8.2772, 'grad_norm': 0.04929324984550476, 'learning_rate': 7.002582902849525e-05, 'epoch': 0.65}

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{'loss': 8.3028, 'grad_norm': 0.04863659292459488, 'learning_rate': 6.981753041159808e-05, 'epoch': 0.65}
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                                                         {'loss': 8.1203, 'grad_norm': 0.049432411789894104, 'learning_rate': 6.96092317947009e-05, 'epoch': 0.65}

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                                                         {'loss': 8.2, 'grad_norm': 0.04704652726650238, 'learning_rate': 6.94009331778037e-05, 'epoch': 0.65}

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                                                         {'loss': 8.2485, 'grad_norm': 0.04593098908662796, 'learning_rate': 6.919263456090652e-05, 'epoch': 0.65}

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                                                         {'loss': 8.2256, 'grad_norm': 0.05165702477097511, 'learning_rate': 6.898433594400933e-05, 'epoch': 0.66}

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                                                         {'loss': 8.2677, 'grad_norm': 0.049627985805273056, 'learning_rate': 6.877603732711215e-05, 'epoch': 0.66}

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{'loss': 8.2763, 'grad_norm': 0.04911501705646515, 'learning_rate': 6.856773871021497e-05, 'epoch': 0.66}
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                                                         {'loss': 8.2267, 'grad_norm': 0.10271528363227844, 'learning_rate': 6.835944009331779e-05, 'epoch': 0.66}

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                                                         {'loss': 8.2555, 'grad_norm': 0.1342002898454666, 'learning_rate': 6.81511414764206e-05, 'epoch': 0.66}

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{'loss': 8.4345, 'grad_norm': 0.10786273330450058, 'learning_rate': 6.794284285952341e-05, 'epoch': 0.66}
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                                                         {'loss': 8.2524, 'grad_norm': 0.076746366918087, 'learning_rate': 6.773454424262623e-05, 'epoch': 0.66}

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{'loss': 8.2668, 'grad_norm': 0.09809043258428574, 'learning_rate': 6.752624562572904e-05, 'epoch': 0.66}
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{'loss': 8.2137, 'grad_norm': 0.05254983901977539, 'learning_rate': 6.731794700883186e-05, 'epoch': 0.66}
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                                                         {'loss': 8.2454, 'grad_norm': 0.052546195685863495, 'learning_rate': 6.710964839193468e-05, 'epoch': 0.66}

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{'loss': 8.3205, 'grad_norm': 0.07016181945800781, 'learning_rate': 6.69013497750375e-05, 'epoch': 0.67}
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{'loss': 8.246, 'grad_norm': 0.0913148894906044, 'learning_rate': 6.669305115814031e-05, 'epoch': 0.67}
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                                                         {'loss': 8.0997, 'grad_norm': 0.05277448147535324, 'learning_rate': 6.648475254124313e-05, 'epoch': 0.67}

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                                                         {'loss': 8.1412, 'grad_norm': 0.048749715089797974, 'learning_rate': 6.627645392434595e-05, 'epoch': 0.67}

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{'loss': 8.2022, 'grad_norm': 0.04944553226232529, 'learning_rate': 6.606815530744876e-05, 'epoch': 0.67}
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                                                         {'loss': 8.2639, 'grad_norm': 0.05291404575109482, 'learning_rate': 6.585985669055158e-05, 'epoch': 0.67}

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{'loss': 8.1689, 'grad_norm': 0.05412939190864563, 'learning_rate': 6.56515580736544e-05, 'epoch': 0.67}
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{'loss': 8.1916, 'grad_norm': 0.048315953463315964, 'learning_rate': 6.544325945675722e-05, 'epoch': 0.67}
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                                                         {'loss': 8.2644, 'grad_norm': 0.05017910897731781, 'learning_rate': 6.502666222296284e-05, 'epoch': 0.67}

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                                                         {'loss': 8.3722, 'grad_norm': 0.04636475816369057, 'learning_rate': 6.481836360606565e-05, 'epoch': 0.68}

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                                                         {'loss': 8.2934, 'grad_norm': 0.05153772234916687, 'learning_rate': 6.461006498916847e-05, 'epoch': 0.68}

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                                                         {'loss': 8.3508, 'grad_norm': 0.04727793484926224, 'learning_rate': 6.440176637227129e-05, 'epoch': 0.68}

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                                                         {'loss': 8.3886, 'grad_norm': 0.04720288887619972, 'learning_rate': 6.419346775537411e-05, 'epoch': 0.68}

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{'loss': 8.3459, 'grad_norm': 0.04830450192093849, 'learning_rate': 6.398516913847692e-05, 'epoch': 0.68}
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                                                         {'loss': 8.2128, 'grad_norm': 0.05009683221578598, 'learning_rate': 6.377687052157973e-05, 'epoch': 0.68}

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                                                         {'loss': 8.2315, 'grad_norm': 0.050329238176345825, 'learning_rate': 6.356857190468256e-05, 'epoch': 0.68}

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                                                         {'loss': 8.1684, 'grad_norm': 0.05085625499486923, 'learning_rate': 6.336027328778538e-05, 'epoch': 0.68}

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{'loss': 8.1145, 'grad_norm': 0.050211288034915924, 'learning_rate': 6.31519746708882e-05, 'epoch': 0.68}
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                                                         {'loss': 8.2683, 'grad_norm': 0.05063021183013916, 'learning_rate': 6.294367605399101e-05, 'epoch': 0.69}

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                                                         {'loss': 8.2604, 'grad_norm': 0.05123018100857735, 'learning_rate': 6.273537743709383e-05, 'epoch': 0.69}

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{'loss': 8.2084, 'grad_norm': 0.04889080673456192, 'learning_rate': 6.252707882019663e-05, 'epoch': 0.69}
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                                                         {'loss': 8.286, 'grad_norm': 0.05207115411758423, 'learning_rate': 6.231878020329945e-05, 'epoch': 0.69}

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                                                         {'loss': 8.1844, 'grad_norm': 0.05180533230304718, 'learning_rate': 6.211048158640227e-05, 'epoch': 0.69}

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                                                         {'loss': 8.255, 'grad_norm': 0.04738137125968933, 'learning_rate': 6.190218296950508e-05, 'epoch': 0.69}

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                                                         {'loss': 8.1718, 'grad_norm': 0.05139652267098427, 'learning_rate': 6.16938843526079e-05, 'epoch': 0.69}

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                                                         {'loss': 8.2943, 'grad_norm': 0.046828288584947586, 'learning_rate': 6.148558573571072e-05, 'epoch': 0.69}

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                                                         {'loss': 8.1852, 'grad_norm': 0.048966582864522934, 'learning_rate': 6.127728711881354e-05, 'epoch': 0.69}

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                                                         {'loss': 8.2707, 'grad_norm': 0.05018572881817818, 'learning_rate': 6.106898850191634e-05, 'epoch': 0.69}

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                                                         {'loss': 8.2433, 'grad_norm': 0.05115329474210739, 'learning_rate': 6.0860689885019164e-05, 'epoch': 0.7}

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                                                         {'loss': 8.3551, 'grad_norm': 0.04838276281952858, 'learning_rate': 6.0652391268121975e-05, 'epoch': 0.7}

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                                                         {'loss': 8.052, 'grad_norm': 0.049393560737371445, 'learning_rate': 6.0444092651224806e-05, 'epoch': 0.7}

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{'loss': 8.254, 'grad_norm': 0.04532875865697861, 'learning_rate': 6.0235794034327617e-05, 'epoch': 0.7}
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                                                         {'loss': 8.2653, 'grad_norm': 0.04894113540649414, 'learning_rate': 6.0027495417430434e-05, 'epoch': 0.7}

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                                                         {'loss': 8.3648, 'grad_norm': 0.04599355533719063, 'learning_rate': 5.981919680053325e-05, 'epoch': 0.7}

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                                                         {'loss': 8.1537, 'grad_norm': 0.053042519837617874, 'learning_rate': 5.961089818363607e-05, 'epoch': 0.7}

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                                                         {'loss': 8.2348, 'grad_norm': 0.047832924872636795, 'learning_rate': 5.91943009498417e-05, 'epoch': 0.7}

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                                                         {'loss': 8.354, 'grad_norm': 0.04838068038225174, 'learning_rate': 5.8986002332944514e-05, 'epoch': 0.71}

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                                                         {'loss': 8.3278, 'grad_norm': 0.04839036613702774, 'learning_rate': 5.8777703716047325e-05, 'epoch': 0.71}

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                                                         {'loss': 8.2746, 'grad_norm': 0.05293775722384453, 'learning_rate': 5.856940509915014e-05, 'epoch': 0.71}

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{'loss': 8.088, 'grad_norm': 0.04853251948952675, 'learning_rate': 5.836110648225296e-05, 'epoch': 0.71}
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                                                         {'loss': 8.1587, 'grad_norm': 0.049007754772901535, 'learning_rate': 5.815280786535578e-05, 'epoch': 0.71}

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                                                         {'loss': 8.2743, 'grad_norm': 0.0484621524810791, 'learning_rate': 5.7736210631561405e-05, 'epoch': 0.71}

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                                                         {'loss': 8.2508, 'grad_norm': 0.053772591054439545, 'learning_rate': 5.752791201466422e-05, 'epoch': 0.71}

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                                                         {'loss': 8.2027, 'grad_norm': 0.04929114505648613, 'learning_rate': 5.7319613397767046e-05, 'epoch': 0.71}

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{'loss': 8.2725, 'grad_norm': 0.048731233924627304, 'learning_rate': 5.7111314780869864e-05, 'epoch': 0.71}
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                                                         {'loss': 8.3479, 'grad_norm': 0.05081193149089813, 'learning_rate': 5.690301616397268e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2828, 'grad_norm': 0.051340024918317795, 'learning_rate': 5.669471754707549e-05, 'epoch': 0.72}

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                                                         {'loss': 8.1818, 'grad_norm': 0.05070212855935097, 'learning_rate': 5.648641893017831e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2664, 'grad_norm': 0.04993830621242523, 'learning_rate': 5.6278120313281126e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2449, 'grad_norm': 0.048824895173311234, 'learning_rate': 5.606982169638394e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2374, 'grad_norm': 0.0504579097032547, 'learning_rate': 5.5861523079486754e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2335, 'grad_norm': 0.048690084367990494, 'learning_rate': 5.565322446258957e-05, 'epoch': 0.72}

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                                                         {'loss': 8.1873, 'grad_norm': 0.05417495593428612, 'learning_rate': 5.544492584569239e-05, 'epoch': 0.72}

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                                                         {'loss': 8.2861, 'grad_norm': 0.04958049952983856, 'learning_rate': 5.52366272287952e-05, 'epoch': 0.72}

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{'loss': 8.2203, 'grad_norm': 0.05251091718673706, 'learning_rate': 5.502832861189802e-05, 'epoch': 0.72}
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                                                         {'loss': 8.3337, 'grad_norm': 0.0492820106446743, 'learning_rate': 5.4820029995000834e-05, 'epoch': 0.73}

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{'loss': 8.2312, 'grad_norm': 0.04625910148024559, 'learning_rate': 5.4611731378103645e-05, 'epoch': 0.73}
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                                                         {'loss': 8.2303, 'grad_norm': 0.05166640505194664, 'learning_rate': 5.440343276120646e-05, 'epoch': 0.73}

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                                                         {'loss': 8.2524, 'grad_norm': 0.04718456417322159, 'learning_rate': 5.4195134144309286e-05, 'epoch': 0.73}

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                                                         {'loss': 8.2398, 'grad_norm': 0.04924073442816734, 'learning_rate': 5.377853691051492e-05, 'epoch': 0.73}

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                                                         {'loss': 8.4116, 'grad_norm': 0.04573811963200569, 'learning_rate': 5.357023829361774e-05, 'epoch': 0.73}

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                                                         {'loss': 8.201, 'grad_norm': 0.051910530775785446, 'learning_rate': 5.336193967672055e-05, 'epoch': 0.73}

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                                                         {'loss': 8.3814, 'grad_norm': 0.05059199780225754, 'learning_rate': 5.3153641059823366e-05, 'epoch': 0.73}

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                                                         {'loss': 8.2024, 'grad_norm': 0.04997437819838524, 'learning_rate': 5.2945342442926184e-05, 'epoch': 0.74}

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                                                         {'loss': 8.3226, 'grad_norm': 0.05283714085817337, 'learning_rate': 5.2737043826029e-05, 'epoch': 0.74}

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                                                         {'loss': 8.1971, 'grad_norm': 0.04863541200757027, 'learning_rate': 5.252874520913181e-05, 'epoch': 0.74}

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{'loss': 8.301, 'grad_norm': 0.049359165132045746, 'learning_rate': 5.232044659223463e-05, 'epoch': 0.74}

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{'loss': 8.2648, 'grad_norm': 0.05046316981315613, 'learning_rate': 5.2112147975337446e-05, 'epoch': 0.74}
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                                                         {'loss': 8.2549, 'grad_norm': 0.04452737793326378, 'learning_rate': 5.190384935844026e-05, 'epoch': 0.74}

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                                                         {'loss': 8.2656, 'grad_norm': 0.04759589955210686, 'learning_rate': 5.1695550741543074e-05, 'epoch': 0.74}

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                                                         {'loss': 8.3003, 'grad_norm': 0.04902651160955429, 'learning_rate': 5.148725212464589e-05, 'epoch': 0.74}

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                                                         {'loss': 8.2758, 'grad_norm': 0.05024366453289986, 'learning_rate': 5.127895350774871e-05, 'epoch': 0.74}

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                                                         {'loss': 8.2012, 'grad_norm': 0.05258233845233917, 'learning_rate': 5.107065489085153e-05, 'epoch': 0.74}

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                                                         {'loss': 8.245, 'grad_norm': 0.046792224049568176, 'learning_rate': 5.086235627395435e-05, 'epoch': 0.75}

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                                                         {'loss': 8.3178, 'grad_norm': 0.048662394285202026, 'learning_rate': 5.065405765705716e-05, 'epoch': 0.75}

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{'loss': 8.1959, 'grad_norm': 0.05123775452375412, 'learning_rate': 5.044575904015998e-05, 'epoch': 0.75}
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                                                         {'loss': 8.2966, 'grad_norm': 0.051971811801195145, 'learning_rate': 5.0237460423262796e-05, 'epoch': 0.75}

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                                                         {'loss': 8.2665, 'grad_norm': 0.048295389860868454, 'learning_rate': 5.0029161806365607e-05, 'epoch': 0.75}

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                                                         {'loss': 8.2127, 'grad_norm': 0.04908682405948639, 'learning_rate': 4.9820863189468424e-05, 'epoch': 0.75}

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                                                         {'loss': 8.3326, 'grad_norm': 0.04680514708161354, 'learning_rate': 4.961256457257124e-05, 'epoch': 0.75}

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                                                         {'loss': 8.2753, 'grad_norm': 0.04989603906869888, 'learning_rate': 4.940426595567406e-05, 'epoch': 0.75}

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                                                         {'loss': 8.2516, 'grad_norm': 0.05508338660001755, 'learning_rate': 4.919596733877687e-05, 'epoch': 0.75}

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                                                         {'loss': 8.3321, 'grad_norm': 0.05217284709215164, 'learning_rate': 4.898766872187969e-05, 'epoch': 0.76}

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                                                         {'loss': 8.1507, 'grad_norm': 0.05128756910562515, 'learning_rate': 4.8779370104982504e-05, 'epoch': 0.76}

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                                                         {'loss': 8.2079, 'grad_norm': 0.050538789480924606, 'learning_rate': 4.857107148808532e-05, 'epoch': 0.76}

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{'loss': 8.2055, 'grad_norm': 0.048401542007923126, 'learning_rate': 4.836277287118814e-05, 'epoch': 0.76}
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                                                         {'loss': 8.3581, 'grad_norm': 0.05094078928232193, 'learning_rate': 4.8154474254290956e-05, 'epoch': 0.76}

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                                                         {'loss': 8.1823, 'grad_norm': 0.049801018089056015, 'learning_rate': 4.794617563739377e-05, 'epoch': 0.76}

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                                                         {'loss': 8.2371, 'grad_norm': 0.049594804644584656, 'learning_rate': 4.7737877020496584e-05, 'epoch': 0.76}

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                                                         {'loss': 8.2204, 'grad_norm': 0.04854071885347366, 'learning_rate': 4.75295784035994e-05, 'epoch': 0.76}

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                                                         {'loss': 8.3833, 'grad_norm': 0.04995805397629738, 'learning_rate': 4.732127978670222e-05, 'epoch': 0.76}

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                                                         {'loss': 8.2899, 'grad_norm': 0.051037006080150604, 'learning_rate': 4.7112981169805036e-05, 'epoch': 0.76}

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                                                         {'loss': 8.2571, 'grad_norm': 0.047934990376234055, 'learning_rate': 4.6904682552907854e-05, 'epoch': 0.77}

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                                                         {'loss': 8.2152, 'grad_norm': 0.050131890922784805, 'learning_rate': 4.669638393601067e-05, 'epoch': 0.77}

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                                                         {'loss': 8.3248, 'grad_norm': 0.05164642259478569, 'learning_rate': 4.648808531911348e-05, 'epoch': 0.77}

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                                                         {'loss': 8.1607, 'grad_norm': 0.05085251107811928, 'learning_rate': 4.62797867022163e-05, 'epoch': 0.77}

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                                                         {'loss': 8.187, 'grad_norm': 0.04850566387176514, 'learning_rate': 4.586318946842193e-05, 'epoch': 0.77}

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{'loss': 8.2602, 'grad_norm': 0.049041587859392166, 'learning_rate': 4.5654890851524744e-05, 'epoch': 0.77}
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                                                         {'loss': 8.2999, 'grad_norm': 0.05014713108539581, 'learning_rate': 4.544659223462757e-05, 'epoch': 0.77}

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                                                         {'loss': 8.3036, 'grad_norm': 0.047783561050891876, 'learning_rate': 4.523829361773038e-05, 'epoch': 0.77}

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                                                         {'loss': 8.3299, 'grad_norm': 0.05113346502184868, 'learning_rate': 4.5029995000833196e-05, 'epoch': 0.77}

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{'loss': 8.3148, 'grad_norm': 0.046567123383283615, 'learning_rate': 4.461339776703883e-05, 'epoch': 0.78}
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{'loss': 8.3778, 'grad_norm': 0.04940737038850784, 'learning_rate': 4.440509915014164e-05, 'epoch': 0.78}
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                                                         {'loss': 8.2556, 'grad_norm': 0.048582565039396286, 'learning_rate': 4.419680053324446e-05, 'epoch': 0.78}

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                                                         {'loss': 8.2014, 'grad_norm': 0.049227867275476456, 'learning_rate': 4.398850191634728e-05, 'epoch': 0.78}

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                                                         {'loss': 8.4064, 'grad_norm': 0.04657353460788727, 'learning_rate': 4.357190468255291e-05, 'epoch': 0.78}

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                                                         {'loss': 8.1165, 'grad_norm': 0.050979726016521454, 'learning_rate': 4.336360606565573e-05, 'epoch': 0.78}

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                                                         {'loss': 8.1988, 'grad_norm': 0.0477699339389801, 'learning_rate': 4.315530744875854e-05, 'epoch': 0.78}

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                                                         {'loss': 8.2242, 'grad_norm': 0.04691501706838608, 'learning_rate': 4.2947008831861356e-05, 'epoch': 0.79}

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                                                         {'loss': 8.2213, 'grad_norm': 0.048811882734298706, 'learning_rate': 4.2738710214964174e-05, 'epoch': 0.79}

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                                                         {'loss': 8.2558, 'grad_norm': 0.04736590012907982, 'learning_rate': 4.253041159806699e-05, 'epoch': 0.79}

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{'loss': 8.2952, 'grad_norm': 0.05135088786482811, 'learning_rate': 4.232211298116981e-05, 'epoch': 0.79}
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                                                         {'loss': 8.3691, 'grad_norm': 0.04878819361329079, 'learning_rate': 4.2113814364272626e-05, 'epoch': 0.79}

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                                                         {'loss': 8.2626, 'grad_norm': 0.04777320846915245, 'learning_rate': 4.190551574737544e-05, 'epoch': 0.79}

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                                                         {'loss': 8.2508, 'grad_norm': 0.05443207174539566, 'learning_rate': 4.1697217130478254e-05, 'epoch': 0.79}

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                                                         {'loss': 8.2417, 'grad_norm': 0.049939777702093124, 'learning_rate': 4.128061989668389e-05, 'epoch': 0.79}

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{'loss': 8.145, 'grad_norm': 0.048904724419116974, 'learning_rate': 4.10723212797867e-05, 'epoch': 0.79}
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                                                         {'loss': 8.2239, 'grad_norm': 0.04838084056973457, 'learning_rate': 4.086402266288952e-05, 'epoch': 0.8}

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                                                         {'loss': 8.3942, 'grad_norm': 0.047175657004117966, 'learning_rate': 4.065572404599234e-05, 'epoch': 0.8}

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                                                         {'loss': 8.3357, 'grad_norm': 0.04831048846244812, 'learning_rate': 4.044742542909515e-05, 'epoch': 0.8}

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                                                         {'loss': 8.2642, 'grad_norm': 0.049071479588747025, 'learning_rate': 4.023912681219797e-05, 'epoch': 0.8}

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                                                         {'loss': 8.3501, 'grad_norm': 0.04822465777397156, 'learning_rate': 4.0030828195300786e-05, 'epoch': 0.8}

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                                                         {'loss': 8.244, 'grad_norm': 0.04853004589676857, 'learning_rate': 3.9822529578403603e-05, 'epoch': 0.8}

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                                                         {'loss': 8.1692, 'grad_norm': 0.0507294200360775, 'learning_rate': 3.9614230961506414e-05, 'epoch': 0.8}

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                                                         {'loss': 8.1593, 'grad_norm': 0.044714972376823425, 'learning_rate': 3.940593234460923e-05, 'epoch': 0.8}

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                                                         {'loss': 8.2793, 'grad_norm': 0.0477849543094635, 'learning_rate': 3.919763372771205e-05, 'epoch': 0.8}

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                                                         {'loss': 8.2296, 'grad_norm': 0.05140383169054985, 'learning_rate': 3.8989335110814866e-05, 'epoch': 0.81}

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                                                         {'loss': 8.2894, 'grad_norm': 0.050453267991542816, 'learning_rate': 3.8781036493917683e-05, 'epoch': 0.81}

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                                                         {'loss': 8.4036, 'grad_norm': 0.04958171397447586, 'learning_rate': 3.85727378770205e-05, 'epoch': 0.81}

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                                                         {'loss': 8.2289, 'grad_norm': 0.04610924795269966, 'learning_rate': 3.836443926012331e-05, 'epoch': 0.81}

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                                                         {'loss': 8.2172, 'grad_norm': 0.048251789063215256, 'learning_rate': 3.7947842026328946e-05, 'epoch': 0.81}

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{'loss': 8.1951, 'grad_norm': 0.050771504640579224, 'learning_rate': 3.7739543409431764e-05, 'epoch': 0.81}
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{'loss': 8.2051, 'grad_norm': 0.04632345587015152, 'learning_rate': 3.753124479253458e-05, 'epoch': 0.81}

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                                                         {'loss': 8.2569, 'grad_norm': 0.04799271002411842, 'learning_rate': 3.711464755874021e-05, 'epoch': 0.81}

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                                                         {'loss': 8.4178, 'grad_norm': 0.04844142869114876, 'learning_rate': 3.6906348941843026e-05, 'epoch': 0.82}

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                                                         {'loss': 8.2639, 'grad_norm': 0.045468494296073914, 'learning_rate': 3.6698050324945844e-05, 'epoch': 0.82}

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                                                         {'loss': 8.2827, 'grad_norm': 0.047086767852306366, 'learning_rate': 3.648975170804866e-05, 'epoch': 0.82}

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{'loss': 8.2593, 'grad_norm': 0.052394818514585495, 'learning_rate': 3.628145309115147e-05, 'epoch': 0.82}
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                                                         {'loss': 8.2766, 'grad_norm': 0.04753025248646736, 'learning_rate': 3.6073154474254296e-05, 'epoch': 0.82}

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{'loss': 8.2692, 'grad_norm': 0.04758034273982048, 'learning_rate': 3.586485585735711e-05, 'epoch': 0.82}
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                                                         {'loss': 8.309, 'grad_norm': 0.048524416983127594, 'learning_rate': 3.5656557240459924e-05, 'epoch': 0.82}

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                                                         {'loss': 8.2183, 'grad_norm': 0.051176078617572784, 'learning_rate': 3.544825862356274e-05, 'epoch': 0.82}

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                                                         {'loss': 8.2083, 'grad_norm': 0.047212302684783936, 'learning_rate': 3.523996000666556e-05, 'epoch': 0.82}

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                                                         {'loss': 8.3428, 'grad_norm': 0.04511220008134842, 'learning_rate': 3.503166138976837e-05, 'epoch': 0.82}

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                                                         {'loss': 8.2797, 'grad_norm': 0.05092445760965347, 'learning_rate': 3.4823362772871186e-05, 'epoch': 0.83}

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                                                         {'loss': 8.2395, 'grad_norm': 0.04995843023061752, 'learning_rate': 3.461506415597401e-05, 'epoch': 0.83}

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                                                         {'loss': 8.2588, 'grad_norm': 0.04447058215737343, 'learning_rate': 3.440676553907682e-05, 'epoch': 0.83}

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                                                         {'loss': 8.1829, 'grad_norm': 0.04824964329600334, 'learning_rate': 3.419846692217964e-05, 'epoch': 0.83}

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                                                         {'loss': 8.2812, 'grad_norm': 0.04869907721877098, 'learning_rate': 3.3990168305282456e-05, 'epoch': 0.83}

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                                                         {'loss': 8.1358, 'grad_norm': 0.048086103051900864, 'learning_rate': 3.378186968838527e-05, 'epoch': 0.83}

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                                                         {'loss': 8.1839, 'grad_norm': 0.05250970274209976, 'learning_rate': 3.3573571071488084e-05, 'epoch': 0.83}

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                                                         {'loss': 8.0861, 'grad_norm': 0.05126426741480827, 'learning_rate': 3.33652724545909e-05, 'epoch': 0.83}

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                                                         {'loss': 8.2415, 'grad_norm': 0.04731385037302971, 'learning_rate': 3.315697383769372e-05, 'epoch': 0.83}

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{'loss': 8.2438, 'grad_norm': 0.0516970157623291, 'learning_rate': 3.2948675220796536e-05, 'epoch': 0.84}
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                                                         {'loss': 8.298, 'grad_norm': 0.04772685840725899, 'learning_rate': 3.274037660389935e-05, 'epoch': 0.84}

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                                                         {'loss': 8.2573, 'grad_norm': 0.046571310609579086, 'learning_rate': 3.253207798700217e-05, 'epoch': 0.84}

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                                                         {'loss': 8.2461, 'grad_norm': 0.05041339993476868, 'learning_rate': 3.232377937010498e-05, 'epoch': 0.84}

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                                                         {'loss': 8.2404, 'grad_norm': 0.04910323768854141, 'learning_rate': 3.21154807532078e-05, 'epoch': 0.84}

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                                                         {'loss': 8.3031, 'grad_norm': 0.046035218983888626, 'learning_rate': 3.1907182136310616e-05, 'epoch': 0.84}

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                                                         {'loss': 8.1854, 'grad_norm': 0.04944968223571777, 'learning_rate': 3.169888351941343e-05, 'epoch': 0.84}

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                                                         {'loss': 8.2552, 'grad_norm': 0.04786885157227516, 'learning_rate': 3.149058490251625e-05, 'epoch': 0.84}

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{'loss': 8.152, 'grad_norm': 0.05430153012275696, 'learning_rate': 3.128228628561907e-05, 'epoch': 0.84}
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                                                         {'loss': 8.1796, 'grad_norm': 0.04792250320315361, 'learning_rate': 3.1073987668721885e-05, 'epoch': 0.84}

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                                                         {'loss': 8.1822, 'grad_norm': 0.05152346193790436, 'learning_rate': 3.0865689051824696e-05, 'epoch': 0.85}

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                                                         {'loss': 8.2608, 'grad_norm': 0.04954948276281357, 'learning_rate': 3.065739043492751e-05, 'epoch': 0.85}

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                                                         {'loss': 8.1658, 'grad_norm': 0.050168707966804504, 'learning_rate': 3.0449091818030327e-05, 'epoch': 0.85}

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                                                         {'loss': 8.2948, 'grad_norm': 0.051242806017398834, 'learning_rate': 3.0240793201133145e-05, 'epoch': 0.85}

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                                                       {'loss': 8.2212, 'grad_norm': 0.04732830822467804, 'learning_rate': 3.003249458423596e-05, 'epoch': 0.85}


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                                                         {'loss': 8.3137, 'grad_norm': 0.049769558012485504, 'learning_rate': 2.982419596733878e-05, 'epoch': 0.85}

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{'loss': 8.368, 'grad_norm': 0.048770640045404434, 'learning_rate': 2.9615897350441597e-05, 'epoch': 0.85}
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                                                         {'loss': 8.2636, 'grad_norm': 0.04920528084039688, 'learning_rate': 2.940759873354441e-05, 'epoch': 0.85}

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                                                         {'loss': 8.2132, 'grad_norm': 0.0488845631480217, 'learning_rate': 2.9199300116647228e-05, 'epoch': 0.85}

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{'loss': 8.211, 'grad_norm': 0.05030084401369095, 'learning_rate': 2.8782702882852856e-05, 'epoch': 0.86}
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                                                         {'loss': 8.1951, 'grad_norm': 0.04797206446528435, 'learning_rate': 2.8574404265955673e-05, 'epoch': 0.86}

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                                                         {'loss': 8.3956, 'grad_norm': 0.04794533550739288, 'learning_rate': 2.8157807032161308e-05, 'epoch': 0.86}

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                                                         {'loss': 8.1742, 'grad_norm': 0.0477503202855587, 'learning_rate': 2.7949508415264126e-05, 'epoch': 0.86}

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                                                       {'loss': 8.1604, 'grad_norm': 0.050535898655653, 'learning_rate': 2.7532911181469757e-05, 'epoch': 0.86}

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                                                         {'loss': 8.3017, 'grad_norm': 0.047914497554302216, 'learning_rate': 2.732461256457257e-05, 'epoch': 0.86}

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                                                         {'loss': 8.1708, 'grad_norm': 0.05034801736474037, 'learning_rate': 2.7116313947675388e-05, 'epoch': 0.86}

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                                                       {'loss': 8.1605, 'grad_norm': 0.05194525793194771, 'learning_rate': 2.6908015330778202e-05, 'epoch': 0.87}

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{'loss': 8.3631, 'grad_norm': 0.05167393386363983, 'learning_rate': 2.6699716713881023e-05, 'epoch': 0.87}
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                                                         {'loss': 8.2664, 'grad_norm': 0.048625651746988297, 'learning_rate': 2.649141809698384e-05, 'epoch': 0.87}

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                                                       {'loss': 8.2546, 'grad_norm': 0.05292535945773125, 'learning_rate': 2.6283119480086654e-05, 'epoch': 0.87}

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                                                       {'loss': 8.3628, 'grad_norm': 0.0489378422498703, 'learning_rate': 2.607482086318947e-05, 'epoch': 0.87}

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                                                         {'loss': 8.246, 'grad_norm': 0.049029286950826645, 'learning_rate': 2.5866522246292286e-05, 'epoch': 0.87}

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                                                         {'loss': 8.2541, 'grad_norm': 0.051375407725572586, 'learning_rate': 2.56582236293951e-05, 'epoch': 0.87}

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                                                       {'loss': 8.2375, 'grad_norm': 0.04825732856988907, 'learning_rate': 2.5449925012497917e-05, 'epoch': 0.87}

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                                                       {'loss': 8.1142, 'grad_norm': 0.05140768364071846, 'learning_rate': 2.5241626395600738e-05, 'epoch': 0.87}

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                                                       {'loss': 8.2922, 'grad_norm': 0.04854812100529671, 'learning_rate': 2.5033327778703552e-05, 'epoch': 0.87}

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                                                         {'loss': 8.3974, 'grad_norm': 0.043980877846479416, 'learning_rate': 2.482502916180637e-05, 'epoch': 0.88}

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{'loss': 8.2459, 'grad_norm': 0.049138959497213364, 'learning_rate': 2.4616730544909183e-05, 'epoch': 0.88}
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                                                       {'loss': 8.1938, 'grad_norm': 0.04897885024547577, 'learning_rate': 2.4408431928012e-05, 'epoch': 0.88}

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                                                       {'loss': 8.257, 'grad_norm': 0.049495771527290344, 'learning_rate': 2.4200133311114814e-05, 'epoch': 0.88}

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                                                         {'loss': 8.1187, 'grad_norm': 0.053621869534254074, 'learning_rate': 2.3991834694217632e-05, 'epoch': 0.88}

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{'loss': 8.4032, 'grad_norm': 0.047820501029491425, 'learning_rate': 2.378353607732045e-05, 'epoch': 0.88}
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                                                       {'loss': 8.1786, 'grad_norm': 0.04749741032719612, 'learning_rate': 2.3575237460423263e-05, 'epoch': 0.88}

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                                                       {'loss': 8.2722, 'grad_norm': 0.05003734678030014, 'learning_rate': 2.336693884352608e-05, 'epoch': 0.88}

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                                                       {'loss': 8.2, 'grad_norm': 0.04681788757443428, 'learning_rate': 2.3158640226628898e-05, 'epoch': 0.88}

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                                                       {'loss': 8.1588, 'grad_norm': 0.04712321609258652, 'learning_rate': 2.2950341609731712e-05, 'epoch': 0.89}

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                                                       {'loss': 8.3442, 'grad_norm': 0.047047633677721024, 'learning_rate': 2.274204299283453e-05, 'epoch': 0.89}

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                                                       {'loss': 8.2049, 'grad_norm': 0.04870054870843887, 'learning_rate': 2.2533744375937347e-05, 'epoch': 0.89}

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{'loss': 8.2637, 'grad_norm': 0.048830050975084305, 'learning_rate': 2.232544575904016e-05, 'epoch': 0.89}
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{'loss': 8.2201, 'grad_norm': 0.04838667809963226, 'learning_rate': 2.2117147142142978e-05, 'epoch': 0.89}
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{'loss': 8.3117, 'grad_norm': 0.04917443171143532, 'learning_rate': 2.1908848525245792e-05, 'epoch': 0.89}
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{'loss': 8.2453, 'grad_norm': 0.04957832396030426, 'learning_rate': 2.170054990834861e-05, 'epoch': 0.89}
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                                                         {'loss': 8.1942, 'grad_norm': 0.04530917853116989, 'learning_rate': 2.1075654057657058e-05, 'epoch': 0.89}

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                                                       {'loss': 8.2763, 'grad_norm': 0.047276780009269714, 'learning_rate': 2.0867355440759875e-05, 'epoch': 0.9}

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                                                       {'loss': 8.1244, 'grad_norm': 0.0503387413918972, 'learning_rate': 2.065905682386269e-05, 'epoch': 0.9}

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                                                       {'loss': 8.2609, 'grad_norm': 0.04726108908653259, 'learning_rate': 2.0450758206965507e-05, 'epoch': 0.9}

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{'loss': 8.1771, 'grad_norm': 0.04903586208820343, 'learning_rate': 2.003416097317114e-05, 'epoch': 0.9}
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                                                       {'loss': 8.2399, 'grad_norm': 0.051175713539123535, 'learning_rate': 1.9825862356273955e-05, 'epoch': 0.9}

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                                                       {'loss': 8.1935, 'grad_norm': 0.0475400872528553, 'learning_rate': 1.961756373937677e-05, 'epoch': 0.9}

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                                                       {'loss': 8.1774, 'grad_norm': 0.049123529344797134, 'learning_rate': 1.9409265122479587e-05, 'epoch': 0.9}

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{'loss': 8.3281, 'grad_norm': 0.048550184816122055, 'learning_rate': 1.9200966505582404e-05, 'epoch': 0.9}
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                                                       {'loss': 8.2544, 'grad_norm': 0.0513283833861351, 'learning_rate': 1.899266788868522e-05, 'epoch': 0.91}

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                                                       {'loss': 8.2406, 'grad_norm': 0.0495653860270977, 'learning_rate': 1.8784369271788036e-05, 'epoch': 0.91}

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                                                         {'loss': 8.2198, 'grad_norm': 0.04508977755904198, 'learning_rate': 1.8576070654890853e-05, 'epoch': 0.91}

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{'loss': 8.2543, 'grad_norm': 0.052158840000629425, 'learning_rate': 1.836777203799367e-05, 'epoch': 0.91}
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                                                       {'loss': 8.246, 'grad_norm': 0.04841644689440727, 'learning_rate': 1.8159473421096484e-05, 'epoch': 0.91}

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{'loss': 8.3692, 'grad_norm': 0.047443509101867676, 'learning_rate': 1.79511748041993e-05, 'epoch': 0.91}
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{'loss': 8.2513, 'grad_norm': 0.04905940964818001, 'learning_rate': 1.774287618730212e-05, 'epoch': 0.91}
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                                                       {'loss': 8.2288, 'grad_norm': 0.04635484144091606, 'learning_rate': 1.7534577570404933e-05, 'epoch': 0.91}

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                                                       {'loss': 8.1539, 'grad_norm': 0.051035214215517044, 'learning_rate': 1.732627895350775e-05, 'epoch': 0.91}

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                                                       {'loss': 8.2081, 'grad_norm': 0.05164087936282158, 'learning_rate': 1.7117980336610564e-05, 'epoch': 0.91}

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                                                       {'loss': 8.2998, 'grad_norm': 0.05187225714325905, 'learning_rate': 1.690968171971338e-05, 'epoch': 0.92}

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                                                       {'loss': 8.1921, 'grad_norm': 0.05347823724150658, 'learning_rate': 1.67013831028162e-05, 'epoch': 0.92}

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                                                       {'loss': 8.2709, 'grad_norm': 0.04851769283413887, 'learning_rate': 1.6493084485919013e-05, 'epoch': 0.92}

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                                                       {'loss': 8.0965, 'grad_norm': 0.0554456003010273, 'learning_rate': 1.628478586902183e-05, 'epoch': 0.92}

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                                                       {'loss': 8.1984, 'grad_norm': 0.051351919770240784, 'learning_rate': 1.6076487252124648e-05, 'epoch': 0.92}

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                                                       {'loss': 8.2087, 'grad_norm': 0.050358936190605164, 'learning_rate': 1.5868188635227462e-05, 'epoch': 0.92}

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                                                       {'loss': 8.3213, 'grad_norm': 0.051435310393571854, 'learning_rate': 1.565989001833028e-05, 'epoch': 0.92}

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                                                       {'loss': 8.2598, 'grad_norm': 0.049041882157325745, 'learning_rate': 1.5451591401433096e-05, 'epoch': 0.92}

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                                                       {'loss': 8.1806, 'grad_norm': 0.04933222755789757, 'learning_rate': 1.5243292784535912e-05, 'epoch': 0.92}

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                                                       {'loss': 8.1965, 'grad_norm': 0.04880426451563835, 'learning_rate': 1.5034994167638728e-05, 'epoch': 0.92}

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                                                       {'loss': 8.2645, 'grad_norm': 0.04911378026008606, 'learning_rate': 1.4826695550741543e-05, 'epoch': 0.93}

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                                                       {'loss': 8.1891, 'grad_norm': 0.05523024499416351, 'learning_rate': 1.4618396933844361e-05, 'epoch': 0.93}

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                                                       {'loss': 8.1286, 'grad_norm': 0.047146353870630264, 'learning_rate': 1.4410098316947177e-05, 'epoch': 0.93}

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                                                       {'loss': 8.1946, 'grad_norm': 0.04762579873204231, 'learning_rate': 1.4201799700049992e-05, 'epoch': 0.93}

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                                                       {'loss': 8.211, 'grad_norm': 0.05108659714460373, 'learning_rate': 1.3993501083152808e-05, 'epoch': 0.93}

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                                                       {'loss': 8.2293, 'grad_norm': 0.04988863691687584, 'learning_rate': 1.3576903849358441e-05, 'epoch': 0.93}

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                                                       {'loss': 8.2896, 'grad_norm': 0.04754986986517906, 'learning_rate': 1.3368605232461257e-05, 'epoch': 0.93}

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                                                       {'loss': 8.1548, 'grad_norm': 0.050243254750967026, 'learning_rate': 1.3160306615564072e-05, 'epoch': 0.93}

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                                                       {'loss': 8.2536, 'grad_norm': 0.04833035543560982, 'learning_rate': 1.295200799866689e-05, 'epoch': 0.94}

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                                                       {'loss': 8.3097, 'grad_norm': 0.05076140537858009, 'learning_rate': 1.2743709381769705e-05, 'epoch': 0.94}

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{'loss': 8.3996, 'grad_norm': 0.04831032454967499, 'learning_rate': 1.2535410764872521e-05, 'epoch': 0.94}
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                                                       {'loss': 8.3196, 'grad_norm': 0.04801235347986221, 'learning_rate': 1.2327112147975338e-05, 'epoch': 0.94}

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                                                       {'loss': 8.1565, 'grad_norm': 0.048690084367990494, 'learning_rate': 1.2118813531078154e-05, 'epoch': 0.94}

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                                                       {'loss': 8.2204, 'grad_norm': 0.04850073903799057, 'learning_rate': 1.191051491418097e-05, 'epoch': 0.94}

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                                                       {'loss': 8.3364, 'grad_norm': 0.049648724496364594, 'learning_rate': 1.1702216297283787e-05, 'epoch': 0.94}

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{'loss': 8.2877, 'grad_norm': 0.04724481329321861, 'learning_rate': 1.1493917680386603e-05, 'epoch': 0.94}
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{'loss': 8.1775, 'grad_norm': 0.04832348972558975, 'learning_rate': 1.128561906348942e-05, 'epoch': 0.94}
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                                                       {'loss': 8.3521, 'grad_norm': 0.052229780703783035, 'learning_rate': 1.1077320446592234e-05, 'epoch': 0.94}

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                                                       {'loss': 8.3231, 'grad_norm': 0.04789489880204201, 'learning_rate': 1.0869021829695051e-05, 'epoch': 0.95}

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                                                       {'loss': 8.2086, 'grad_norm': 0.05226965993642807, 'learning_rate': 1.0660723212797867e-05, 'epoch': 0.95}

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                                                       {'loss': 8.2979, 'grad_norm': 0.05087849497795105, 'learning_rate': 1.0452424595900684e-05, 'epoch': 0.95}

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                                                       {'loss': 8.1965, 'grad_norm': 0.05001680552959442, 'learning_rate': 1.02441259790035e-05, 'epoch': 0.95}

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                                                       {'loss': 8.1534, 'grad_norm': 0.049949776381254196, 'learning_rate': 1.0035827362106316e-05, 'epoch': 0.95}

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                                                       {'loss': 8.2649, 'grad_norm': 0.051206719130277634, 'learning_rate': 9.827528745209131e-06, 'epoch': 0.95}

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                                                       {'loss': 8.3029, 'grad_norm': 0.053198784589767456, 'learning_rate': 9.619230128311949e-06, 'epoch': 0.95}

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                                                       {'loss': 8.2935, 'grad_norm': 0.04750339314341545, 'learning_rate': 9.410931511414765e-06, 'epoch': 0.95}

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                                                       {'loss': 8.164, 'grad_norm': 0.05427005887031555, 'learning_rate': 9.20263289451758e-06, 'epoch': 0.95}

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                                                       {'loss': 8.3384, 'grad_norm': 0.04725619778037071, 'learning_rate': 8.994334277620398e-06, 'epoch': 0.96}

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                                                       {'loss': 8.2696, 'grad_norm': 0.05100821331143379, 'learning_rate': 8.786035660723213e-06, 'epoch': 0.96}

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                                                       {'loss': 8.1963, 'grad_norm': 0.051565974950790405, 'learning_rate': 8.57773704382603e-06, 'epoch': 0.96}

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{'loss': 8.3761, 'grad_norm': 0.05125480890274048, 'learning_rate': 8.369438426928845e-06, 'epoch': 0.96}
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{'loss': 8.2507, 'grad_norm': 0.051648035645484924, 'learning_rate': 8.161139810031662e-06, 'epoch': 0.96}
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                                                       {'loss': 8.3385, 'grad_norm': 0.05261168256402016, 'learning_rate': 7.952841193134478e-06, 'epoch': 0.96}


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                                                       {'loss': 8.2173, 'grad_norm': 0.054032474756240845, 'learning_rate': 7.744542576237295e-06, 'epoch': 0.96}

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                                                       {'loss': 8.3074, 'grad_norm': 0.0503404438495636, 'learning_rate': 7.53624395934011e-06, 'epoch': 0.96}

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                                                       {'loss': 8.1154, 'grad_norm': 0.04555657505989075, 'learning_rate': 7.119646725545742e-06, 'epoch': 0.96}

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                                                       {'loss': 8.195, 'grad_norm': 0.052242886275053024, 'learning_rate': 6.911348108648559e-06, 'epoch': 0.97}

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                                                       {'loss': 8.2514, 'grad_norm': 0.05106920748949051, 'learning_rate': 6.703049491751374e-06, 'epoch': 0.97}

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                                                       {'loss': 8.2967, 'grad_norm': 0.051531799137592316, 'learning_rate': 6.494750874854192e-06, 'epoch': 0.97}

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                                                       {'loss': 8.2129, 'grad_norm': 0.050867121666669846, 'learning_rate': 6.286452257957008e-06, 'epoch': 0.97}

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                                                       {'loss': 8.329, 'grad_norm': 0.04836777225136757, 'learning_rate': 6.078153641059824e-06, 'epoch': 0.97}

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{'loss': 8.3442, 'grad_norm': 0.04796978086233139, 'learning_rate': 5.8698550241626395e-06, 'epoch': 0.97}
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                                                       {'loss': 8.2277, 'grad_norm': 0.052464041858911514, 'learning_rate': 5.661556407265456e-06, 'epoch': 0.97}

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                                                       {'loss': 8.2896, 'grad_norm': 0.04773278161883354, 'learning_rate': 5.453257790368272e-06, 'epoch': 0.97}

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                                                       {'loss': 8.2302, 'grad_norm': 0.0524110272526741, 'learning_rate': 5.244959173471088e-06, 'epoch': 0.97}

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                                                       {'loss': 8.3227, 'grad_norm': 0.05437985435128212, 'learning_rate': 5.036660556573905e-06, 'epoch': 0.97}

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{'loss': 8.21, 'grad_norm': 0.05277211219072342, 'learning_rate': 4.82836193967672e-06, 'epoch': 0.98}
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                                                       {'loss': 8.1384, 'grad_norm': 0.05221443995833397, 'learning_rate': 4.620063322779537e-06, 'epoch': 0.98}

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                                                       {'loss': 8.2418, 'grad_norm': 0.04936761409044266, 'learning_rate': 4.411764705882353e-06, 'epoch': 0.98}

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                                                       {'loss': 8.2763, 'grad_norm': 0.05067547410726547, 'learning_rate': 4.20346608898517e-06, 'epoch': 0.98}

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                                                       {'loss': 8.2029, 'grad_norm': 0.04935038089752197, 'learning_rate': 3.995167472087986e-06, 'epoch': 0.98}

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                                                       {'loss': 8.2866, 'grad_norm': 0.05391036719083786, 'learning_rate': 3.7868688551908017e-06, 'epoch': 0.98}

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                                                       {'loss': 8.2193, 'grad_norm': 0.04991105943918228, 'learning_rate': 3.5785702382936182e-06, 'epoch': 0.98}

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{'loss': 8.3649, 'grad_norm': 0.04780818149447441, 'learning_rate': 3.3702716213964343e-06, 'epoch': 0.98}
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                                                       {'loss': 8.2286, 'grad_norm': 0.050124477595090866, 'learning_rate': 3.1619730044992504e-06, 'epoch': 0.98}

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{'loss': 8.1328, 'grad_norm': 0.05332507938146591, 'learning_rate': 2.9536743876020665e-06, 'epoch': 0.99}
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{'loss': 8.2042, 'grad_norm': 0.05161604285240173, 'learning_rate': 2.7453757707048826e-06, 'epoch': 0.99}
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                                                       {'loss': 8.2967, 'grad_norm': 0.05294902250170708, 'learning_rate': 2.5370771538076987e-06, 'epoch': 0.99}

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                                                       {'loss': 8.1309, 'grad_norm': 0.05310874059796333, 'learning_rate': 2.328778536910515e-06, 'epoch': 0.99}

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                                                       {'loss': 8.1257, 'grad_norm': 0.052337147295475006, 'learning_rate': 2.1204799200133313e-06, 'epoch': 0.99}

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                                                       {'loss': 8.2898, 'grad_norm': 0.05080721899867058, 'learning_rate': 1.9121813031161474e-06, 'epoch': 0.99}

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{'loss': 8.2191, 'grad_norm': 0.05188654363155365, 'learning_rate': 1.7038826862189637e-06, 'epoch': 0.99}
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                                                       {'loss': 8.2711, 'grad_norm': 0.05387945473194122, 'learning_rate': 1.4955840693217798e-06, 'epoch': 0.99}

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                                                       {'loss': 8.2833, 'grad_norm': 0.049664970487356186, 'learning_rate': 1.287285452424596e-06, 'epoch': 0.99}

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                                                       {'loss': 8.1881, 'grad_norm': 0.05151354521512985, 'learning_rate': 1.078986835527412e-06, 'epoch': 0.99}

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{'loss': 8.223, 'grad_norm': 0.050871677696704865, 'learning_rate': 8.706882186302284e-07, 'epoch': 1.0}
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                                                       {'loss': 8.1706, 'grad_norm': 0.05293138697743416, 'learning_rate': 6.623896017330445e-07, 'epoch': 1.0}

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                                                       {'loss': 8.2219, 'grad_norm': 0.0535367876291275, 'learning_rate': 2.457923679386769e-07, 'epoch': 1.0}

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                                                       {'loss': 8.1311, 'grad_norm': 0.05131690576672554, 'learning_rate': 3.749375104149309e-08, 'epoch': 1.0}

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                                                       {'train_runtime': 26961.1386, 'train_samples_per_second': 455.841, 'train_steps_per_second': 1.781, 'train_loss': 8.27466098516509, 'epoch': 1.0}

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