Init commit
Browse files- .gitattributes +1 -0
- README.md +60 -3
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +24 -0
- all_results.json +8 -0
- merges.txt +0 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +209 -0
- train_results.json +8 -0
- trainer_log.jsonl +21 -0
- trainer_state.json +182 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
CHANGED
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@@ -1,3 +1,60 @@
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-
---
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-
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-
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---
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library_name: peft
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license: other
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base_model: unsloth/Qwen2.5-7B-Instruct-unsloth-bnb-4bit
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tags:
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- llama-factory
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- lora
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- generated_from_trainer
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model-index:
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- name: qwen2.5-7B-q4-pe-normalized-text
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# qwen2.5-7B-q4-pe-normalized-text
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This model is a fine-tuned version of [unsloth/Qwen2.5-7B-Instruct-unsloth-bnb-4bit](https://huggingface.co/unsloth/Qwen2.5-7B-Instruct-unsloth-bnb-4bit) on the pe dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 5
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.49.0
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- Pytorch 2.6.0+cu124
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "unsloth/Qwen2.5-7B-Instruct-unsloth-bnb-4bit",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"down_proj",
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"q_proj",
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"gate_proj",
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"up_proj",
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"v_proj",
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"o_proj",
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"k_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:a369235d495e71fe2d6e3cedc4634dfba9015c053af178979a217590e5ba2385
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size 80792096
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added_tokens.json
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{
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"</tool_call>": 151658,
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"<tool_call>": 151657,
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"<|box_end|>": 151649,
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"<|box_start|>": 151648,
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"<|endoftext|>": 151643,
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"<|fim_middle|>": 151660,
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"<|fim_pad|>": 151662,
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"<|fim_prefix|>": 151659,
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"<|fim_suffix|>": 151661,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644,
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"<|image_pad|>": 151655,
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"<|object_ref_end|>": 151647,
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"<|object_ref_start|>": 151646,
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"<|quad_end|>": 151651,
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"<|quad_start|>": 151650,
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"<|repo_name|>": 151663,
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"<|video_pad|>": 151656,
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"<|vision_end|>": 151653,
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"<|vision_pad|>": 151654,
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"<|vision_start|>": 151652
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}
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all_results.json
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@@ -0,0 +1,8 @@
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{
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"epoch": 4.894409937888199,
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"total_flos": 5.058205338938573e+16,
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"train_loss": 0.058221997842192647,
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"train_runtime": 1234.8427,
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"train_samples_per_second": 1.304,
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"train_steps_per_second": 0.162
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}
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merges.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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special_tokens_map.json
ADDED
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"eos_token": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<|vision_pad|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa
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+
size 11421896
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tokenizer_config.json
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151646": {
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| 30 |
+
"content": "<|object_ref_start|>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"151647": {
|
| 38 |
+
"content": "<|object_ref_end|>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
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"single_word": false,
|
| 43 |
+
"special": true
|
| 44 |
+
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|
| 45 |
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"151648": {
|
| 46 |
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"content": "<|box_start|>",
|
| 47 |
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"lstrip": false,
|
| 48 |
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"normalized": false,
|
| 49 |
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"rstrip": false,
|
| 50 |
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|
| 51 |
+
"special": true
|
| 52 |
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},
|
| 53 |
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"151649": {
|
| 54 |
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"content": "<|box_end|>",
|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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"single_word": false,
|
| 59 |
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"special": true
|
| 60 |
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|
| 61 |
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"151650": {
|
| 62 |
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"content": "<|quad_start|>",
|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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"special": true
|
| 68 |
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|
| 69 |
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"151651": {
|
| 70 |
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"content": "<|quad_end|>",
|
| 71 |
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"lstrip": false,
|
| 72 |
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"normalized": false,
|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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"151652": {
|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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"151653": {
|
| 86 |
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"content": "<|vision_end|>",
|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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"special": true
|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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"special": true
|
| 100 |
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},
|
| 101 |
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"151655": {
|
| 102 |
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"content": "<|image_pad|>",
|
| 103 |
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|
| 104 |
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"normalized": false,
|
| 105 |
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|
| 106 |
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"single_word": false,
|
| 107 |
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"special": true
|
| 108 |
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},
|
| 109 |
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"151656": {
|
| 110 |
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"content": "<|video_pad|>",
|
| 111 |
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"lstrip": false,
|
| 112 |
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"normalized": false,
|
| 113 |
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"rstrip": false,
|
| 114 |
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"single_word": false,
|
| 115 |
+
"special": true
|
| 116 |
+
},
|
| 117 |
+
"151657": {
|
| 118 |
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"content": "<tool_call>",
|
| 119 |
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"lstrip": false,
|
| 120 |
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"normalized": false,
|
| 121 |
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"rstrip": false,
|
| 122 |
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|
| 123 |
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|
| 124 |
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},
|
| 125 |
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"151658": {
|
| 126 |
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"content": "</tool_call>",
|
| 127 |
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"lstrip": false,
|
| 128 |
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"normalized": false,
|
| 129 |
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"rstrip": false,
|
| 130 |
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"single_word": false,
|
| 131 |
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"special": false
|
| 132 |
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},
|
| 133 |
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"151659": {
|
| 134 |
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"content": "<|fim_prefix|>",
|
| 135 |
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"lstrip": false,
|
| 136 |
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"normalized": false,
|
| 137 |
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"rstrip": false,
|
| 138 |
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"single_word": false,
|
| 139 |
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"special": false
|
| 140 |
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},
|
| 141 |
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"151660": {
|
| 142 |
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"content": "<|fim_middle|>",
|
| 143 |
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"lstrip": false,
|
| 144 |
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"normalized": false,
|
| 145 |
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"rstrip": false,
|
| 146 |
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"single_word": false,
|
| 147 |
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"special": false
|
| 148 |
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},
|
| 149 |
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"151661": {
|
| 150 |
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"content": "<|fim_suffix|>",
|
| 151 |
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"lstrip": false,
|
| 152 |
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"normalized": false,
|
| 153 |
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"rstrip": false,
|
| 154 |
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"single_word": false,
|
| 155 |
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"special": false
|
| 156 |
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},
|
| 157 |
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"151662": {
|
| 158 |
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"content": "<|fim_pad|>",
|
| 159 |
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"lstrip": false,
|
| 160 |
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"normalized": false,
|
| 161 |
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"rstrip": false,
|
| 162 |
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"single_word": false,
|
| 163 |
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"special": false
|
| 164 |
+
},
|
| 165 |
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"151663": {
|
| 166 |
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"content": "<|repo_name|>",
|
| 167 |
+
"lstrip": false,
|
| 168 |
+
"normalized": false,
|
| 169 |
+
"rstrip": false,
|
| 170 |
+
"single_word": false,
|
| 171 |
+
"special": false
|
| 172 |
+
},
|
| 173 |
+
"151664": {
|
| 174 |
+
"content": "<|file_sep|>",
|
| 175 |
+
"lstrip": false,
|
| 176 |
+
"normalized": false,
|
| 177 |
+
"rstrip": false,
|
| 178 |
+
"single_word": false,
|
| 179 |
+
"special": false
|
| 180 |
+
}
|
| 181 |
+
},
|
| 182 |
+
"additional_special_tokens": [
|
| 183 |
+
"<|im_start|>",
|
| 184 |
+
"<|im_end|>",
|
| 185 |
+
"<|object_ref_start|>",
|
| 186 |
+
"<|object_ref_end|>",
|
| 187 |
+
"<|box_start|>",
|
| 188 |
+
"<|box_end|>",
|
| 189 |
+
"<|quad_start|>",
|
| 190 |
+
"<|quad_end|>",
|
| 191 |
+
"<|vision_start|>",
|
| 192 |
+
"<|vision_end|>",
|
| 193 |
+
"<|vision_pad|>",
|
| 194 |
+
"<|image_pad|>",
|
| 195 |
+
"<|video_pad|>"
|
| 196 |
+
],
|
| 197 |
+
"bos_token": null,
|
| 198 |
+
"chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0]['role'] == 'system' %}\n {{- messages[0]['content'] }}\n {%- else %}\n {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n {%- endif %}\n {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0]['role'] == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {{- '<|im_start|>' + message.role }}\n {%- if message.content %}\n {{- '\\n' + message.content }}\n {%- endif %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- message.content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
|
| 199 |
+
"clean_up_tokenization_spaces": false,
|
| 200 |
+
"eos_token": "<|im_end|>",
|
| 201 |
+
"errors": "replace",
|
| 202 |
+
"extra_special_tokens": {},
|
| 203 |
+
"model_max_length": 32768,
|
| 204 |
+
"pad_token": "<|vision_pad|>",
|
| 205 |
+
"padding_side": "right",
|
| 206 |
+
"split_special_tokens": false,
|
| 207 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 208 |
+
"unk_token": null
|
| 209 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 4.894409937888199,
|
| 3 |
+
"total_flos": 5.058205338938573e+16,
|
| 4 |
+
"train_loss": 0.058221997842192647,
|
| 5 |
+
"train_runtime": 1234.8427,
|
| 6 |
+
"train_samples_per_second": 1.304,
|
| 7 |
+
"train_steps_per_second": 0.162
|
| 8 |
+
}
|
trainer_log.jsonl
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"current_steps": 10, "total_steps": 200, "loss": 0.2624, "lr": 2.5e-05, "epoch": 0.2484472049689441, "percentage": 5.0, "elapsed_time": "0:01:00", "remaining_time": "0:19:16"}
|
| 2 |
+
{"current_steps": 20, "total_steps": 200, "loss": 0.1247, "lr": 5e-05, "epoch": 0.4968944099378882, "percentage": 10.0, "elapsed_time": "0:02:02", "remaining_time": "0:18:26"}
|
| 3 |
+
{"current_steps": 30, "total_steps": 200, "loss": 0.1121, "lr": 4.962019382530521e-05, "epoch": 0.7453416149068323, "percentage": 15.0, "elapsed_time": "0:03:05", "remaining_time": "0:17:32"}
|
| 4 |
+
{"current_steps": 40, "total_steps": 200, "loss": 0.107, "lr": 4.849231551964771e-05, "epoch": 0.9937888198757764, "percentage": 20.0, "elapsed_time": "0:04:08", "remaining_time": "0:16:33"}
|
| 5 |
+
{"current_steps": 50, "total_steps": 200, "loss": 0.0748, "lr": 4.665063509461097e-05, "epoch": 1.2236024844720497, "percentage": 25.0, "elapsed_time": "0:05:07", "remaining_time": "0:15:23"}
|
| 6 |
+
{"current_steps": 60, "total_steps": 200, "loss": 0.0644, "lr": 4.415111107797445e-05, "epoch": 1.4720496894409938, "percentage": 30.0, "elapsed_time": "0:06:10", "remaining_time": "0:14:25"}
|
| 7 |
+
{"current_steps": 70, "total_steps": 200, "loss": 0.0714, "lr": 4.1069690242163484e-05, "epoch": 1.720496894409938, "percentage": 35.0, "elapsed_time": "0:07:12", "remaining_time": "0:13:22"}
|
| 8 |
+
{"current_steps": 80, "total_steps": 200, "loss": 0.072, "lr": 3.7500000000000003e-05, "epoch": 1.968944099378882, "percentage": 40.0, "elapsed_time": "0:08:14", "remaining_time": "0:12:22"}
|
| 9 |
+
{"current_steps": 90, "total_steps": 200, "loss": 0.0508, "lr": 3.355050358314172e-05, "epoch": 2.198757763975155, "percentage": 45.0, "elapsed_time": "0:09:14", "remaining_time": "0:11:17"}
|
| 10 |
+
{"current_steps": 100, "total_steps": 200, "loss": 0.0354, "lr": 2.9341204441673266e-05, "epoch": 2.4472049689440993, "percentage": 50.0, "elapsed_time": "0:10:13", "remaining_time": "0:10:13"}
|
| 11 |
+
{"current_steps": 110, "total_steps": 200, "loss": 0.0437, "lr": 2.5e-05, "epoch": 2.6956521739130435, "percentage": 55.0, "elapsed_time": "0:11:15", "remaining_time": "0:09:13"}
|
| 12 |
+
{"current_steps": 120, "total_steps": 200, "loss": 0.0407, "lr": 2.0658795558326743e-05, "epoch": 2.9440993788819876, "percentage": 60.0, "elapsed_time": "0:12:18", "remaining_time": "0:08:12"}
|
| 13 |
+
{"current_steps": 130, "total_steps": 200, "loss": 0.027, "lr": 1.6449496416858284e-05, "epoch": 3.1739130434782608, "percentage": 65.0, "elapsed_time": "0:13:18", "remaining_time": "0:07:09"}
|
| 14 |
+
{"current_steps": 140, "total_steps": 200, "loss": 0.0154, "lr": 1.2500000000000006e-05, "epoch": 3.422360248447205, "percentage": 70.0, "elapsed_time": "0:14:22", "remaining_time": "0:06:09"}
|
| 15 |
+
{"current_steps": 150, "total_steps": 200, "loss": 0.0166, "lr": 8.930309757836517e-06, "epoch": 3.670807453416149, "percentage": 75.0, "elapsed_time": "0:15:23", "remaining_time": "0:05:07"}
|
| 16 |
+
{"current_steps": 160, "total_steps": 200, "loss": 0.0131, "lr": 5.848888922025553e-06, "epoch": 3.919254658385093, "percentage": 80.0, "elapsed_time": "0:16:24", "remaining_time": "0:04:06"}
|
| 17 |
+
{"current_steps": 170, "total_steps": 200, "loss": 0.0139, "lr": 3.3493649053890326e-06, "epoch": 4.149068322981367, "percentage": 85.0, "elapsed_time": "0:17:24", "remaining_time": "0:03:04"}
|
| 18 |
+
{"current_steps": 180, "total_steps": 200, "loss": 0.0054, "lr": 1.5076844803522922e-06, "epoch": 4.39751552795031, "percentage": 90.0, "elapsed_time": "0:18:25", "remaining_time": "0:02:02"}
|
| 19 |
+
{"current_steps": 190, "total_steps": 200, "loss": 0.0061, "lr": 3.7980617469479953e-07, "epoch": 4.645962732919255, "percentage": 95.0, "elapsed_time": "0:19:28", "remaining_time": "0:01:01"}
|
| 20 |
+
{"current_steps": 200, "total_steps": 200, "loss": 0.0074, "lr": 0.0, "epoch": 4.894409937888199, "percentage": 100.0, "elapsed_time": "0:20:31", "remaining_time": "0:00:00"}
|
| 21 |
+
{"current_steps": 200, "total_steps": 200, "epoch": 4.894409937888199, "percentage": 100.0, "elapsed_time": "0:20:33", "remaining_time": "0:00:00"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,182 @@
|
|
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|
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