cutelemonlili
commited on
Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- README.md +66 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +24 -0
- all_results.json +12 -0
- eval_results.json +7 -0
- merges.txt +0 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +208 -0
- train_results.json +8 -0
- trainer_log.jsonl +294 -0
- trainer_state.json +2094 -0
- training_args.bin +3 -0
- training_eval_loss.png +0 -0
- training_loss.png +0 -0
- vocab.json +0 -0
.gitattributes
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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
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---
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library_name: peft
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license: other
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base_model: Qwen/Qwen2.5-32B-Instruct
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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: MATH_training_response_Qwen2.5_3B
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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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# MATH_training_response_Qwen2.5_3B
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This model is a fine-tuned version of [Qwen/Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) on the MATH_training_response_Qwen2.5_3B dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0735
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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: 0.0001
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 4
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- total_eval_batch_size: 4
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- optimizer: Use 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: 2.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 0.0704 | 1.3699 | 200 | 0.0738 |
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.46.1
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- Pytorch 2.5.1+cu124
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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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": "Qwen/Qwen2.5-32B-Instruct",
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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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"o_proj",
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"q_proj",
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"gate_proj",
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"v_proj",
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"up_proj",
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"down_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:d476847ebfd72245e500464b4f957bb00d0f2c780f58afaa0a790ce61b3a7fc1
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size 134337704
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added_tokens.json
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{
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}
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all_results.json
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{
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"epoch": 2.0,
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"eval_loss": 0.07348773628473282,
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"eval_runtime": 6.4668,
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"eval_samples_per_second": 0.928,
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"total_flos": 739456868941824.0,
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"train_loss": 0.07426239744032899,
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"train_runtime": 2224.6089,
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"train_samples_per_second": 0.523,
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"train_steps_per_second": 0.131
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}
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eval_results.json
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{
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"epoch": 2.0,
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"eval_loss": 0.07348773628473282,
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"eval_runtime": 6.4668,
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"eval_samples_per_second": 0.928,
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"eval_steps_per_second": 0.309
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}
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merges.txt
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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
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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_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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],
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"eos_token": {
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"lstrip": false,
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"normalized": false,
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"pad_token": {
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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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}
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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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oid sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa
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size 11421896
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tokenizer_config.json
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"151652": {
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79 |
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|
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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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|
86 |
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|
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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|
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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|
100 |
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|
101 |
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|
102 |
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|
103 |
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|
104 |
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|
105 |
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|
106 |
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|
107 |
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|
108 |
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|
109 |
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|
110 |
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|
111 |
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|
112 |
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|
113 |
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|
114 |
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|
115 |
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|
116 |
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|
117 |
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|
118 |
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|
119 |
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|
120 |
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|
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|
122 |
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|
123 |
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|
124 |
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|
125 |
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|
126 |
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|
127 |
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|
128 |
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|
129 |
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|
130 |
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|
131 |
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|
132 |
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|
133 |
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|
134 |
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135 |
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|
136 |
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|
137 |
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|
138 |
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|
139 |
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|
140 |
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|
141 |
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|
142 |
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|
143 |
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|
144 |
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|
145 |
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|
146 |
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|
147 |
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|
148 |
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|
149 |
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|
150 |
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|
151 |
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|
152 |
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|
153 |
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|
154 |
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|
155 |
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|
156 |
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157 |
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|
158 |
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159 |
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|
160 |
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161 |
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|
162 |
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|
163 |
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|
164 |
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|
165 |
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|
166 |
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|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
172 |
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|
173 |
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|
174 |
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|
175 |
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|
176 |
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|
177 |
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|
178 |
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|
179 |
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|
180 |
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|
181 |
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|
182 |
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|
183 |
+
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|
184 |
+
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|
185 |
+
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|
186 |
+
"<|object_ref_end|>",
|
187 |
+
"<|box_start|>",
|
188 |
+
"<|box_end|>",
|
189 |
+
"<|quad_start|>",
|
190 |
+
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|
191 |
+
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|
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 |
+
"model_max_length": 131072,
|
203 |
+
"pad_token": "<|endoftext|>",
|
204 |
+
"padding_side": "right",
|
205 |
+
"split_special_tokens": false,
|
206 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
207 |
+
"unk_token": null
|
208 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.0,
|
3 |
+
"total_flos": 739456868941824.0,
|
4 |
+
"train_loss": 0.07426239744032899,
|
5 |
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"train_runtime": 2224.6089,
|
6 |
+
"train_samples_per_second": 0.523,
|
7 |
+
"train_steps_per_second": 0.131
|
8 |
+
}
|
trainer_log.jsonl
ADDED
@@ -0,0 +1,294 @@
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|
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|
|
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|
|
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|
|
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|
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|
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|
|
|
|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{"current_steps": 1, "total_steps": 292, "loss": 0.1076, "lr": 3.3333333333333333e-06, "epoch": 0.00684931506849315, "percentage": 0.34, "elapsed_time": "0:00:13", "remaining_time": "1:03:49"}
|
2 |
+
{"current_steps": 2, "total_steps": 292, "loss": 0.1246, "lr": 6.666666666666667e-06, "epoch": 0.0136986301369863, "percentage": 0.68, "elapsed_time": "0:00:22", "remaining_time": "0:55:29"}
|
3 |
+
{"current_steps": 3, "total_steps": 292, "loss": 0.1586, "lr": 1e-05, "epoch": 0.02054794520547945, "percentage": 1.03, "elapsed_time": "0:00:30", "remaining_time": "0:48:40"}
|
4 |
+
{"current_steps": 4, "total_steps": 292, "loss": 0.1514, "lr": 1.3333333333333333e-05, "epoch": 0.0273972602739726, "percentage": 1.37, "elapsed_time": "0:00:37", "remaining_time": "0:45:10"}
|
5 |
+
{"current_steps": 5, "total_steps": 292, "loss": 0.1334, "lr": 1.6666666666666667e-05, "epoch": 0.03424657534246575, "percentage": 1.71, "elapsed_time": "0:00:45", "remaining_time": "0:43:05"}
|
6 |
+
{"current_steps": 6, "total_steps": 292, "loss": 0.162, "lr": 2e-05, "epoch": 0.0410958904109589, "percentage": 2.05, "elapsed_time": "0:00:52", "remaining_time": "0:41:38"}
|
7 |
+
{"current_steps": 7, "total_steps": 292, "loss": 0.1031, "lr": 2.3333333333333336e-05, "epoch": 0.04794520547945205, "percentage": 2.4, "elapsed_time": "0:00:59", "remaining_time": "0:40:35"}
|
8 |
+
{"current_steps": 8, "total_steps": 292, "loss": 0.1047, "lr": 2.6666666666666667e-05, "epoch": 0.0547945205479452, "percentage": 2.74, "elapsed_time": "0:01:07", "remaining_time": "0:39:46"}
|
9 |
+
{"current_steps": 9, "total_steps": 292, "loss": 0.1063, "lr": 3e-05, "epoch": 0.06164383561643835, "percentage": 3.08, "elapsed_time": "0:01:14", "remaining_time": "0:39:07"}
|
10 |
+
{"current_steps": 10, "total_steps": 292, "loss": 0.1899, "lr": 3.3333333333333335e-05, "epoch": 0.0684931506849315, "percentage": 3.42, "elapsed_time": "0:01:22", "remaining_time": "0:38:33"}
|
11 |
+
{"current_steps": 11, "total_steps": 292, "loss": 0.1369, "lr": 3.6666666666666666e-05, "epoch": 0.07534246575342465, "percentage": 3.77, "elapsed_time": "0:01:29", "remaining_time": "0:38:04"}
|
12 |
+
{"current_steps": 12, "total_steps": 292, "loss": 0.1232, "lr": 4e-05, "epoch": 0.0821917808219178, "percentage": 4.11, "elapsed_time": "0:01:36", "remaining_time": "0:37:39"}
|
13 |
+
{"current_steps": 13, "total_steps": 292, "loss": 0.1137, "lr": 4.3333333333333334e-05, "epoch": 0.08904109589041095, "percentage": 4.45, "elapsed_time": "0:01:44", "remaining_time": "0:37:17"}
|
14 |
+
{"current_steps": 14, "total_steps": 292, "loss": 0.1211, "lr": 4.666666666666667e-05, "epoch": 0.0958904109589041, "percentage": 4.79, "elapsed_time": "0:01:51", "remaining_time": "0:36:57"}
|
15 |
+
{"current_steps": 15, "total_steps": 292, "loss": 0.1419, "lr": 5e-05, "epoch": 0.10273972602739725, "percentage": 5.14, "elapsed_time": "0:01:59", "remaining_time": "0:36:39"}
|
16 |
+
{"current_steps": 16, "total_steps": 292, "loss": 0.1573, "lr": 5.333333333333333e-05, "epoch": 0.1095890410958904, "percentage": 5.48, "elapsed_time": "0:02:06", "remaining_time": "0:36:22"}
|
17 |
+
{"current_steps": 17, "total_steps": 292, "loss": 0.1368, "lr": 5.666666666666667e-05, "epoch": 0.11643835616438356, "percentage": 5.82, "elapsed_time": "0:02:13", "remaining_time": "0:36:06"}
|
18 |
+
{"current_steps": 18, "total_steps": 292, "loss": 0.0936, "lr": 6e-05, "epoch": 0.1232876712328767, "percentage": 6.16, "elapsed_time": "0:02:21", "remaining_time": "0:35:51"}
|
19 |
+
{"current_steps": 19, "total_steps": 292, "loss": 0.1405, "lr": 6.333333333333333e-05, "epoch": 0.13013698630136986, "percentage": 6.51, "elapsed_time": "0:02:28", "remaining_time": "0:35:37"}
|
20 |
+
{"current_steps": 20, "total_steps": 292, "loss": 0.0939, "lr": 6.666666666666667e-05, "epoch": 0.136986301369863, "percentage": 6.85, "elapsed_time": "0:02:36", "remaining_time": "0:35:23"}
|
21 |
+
{"current_steps": 21, "total_steps": 292, "loss": 0.0857, "lr": 7e-05, "epoch": 0.14383561643835616, "percentage": 7.19, "elapsed_time": "0:02:43", "remaining_time": "0:35:10"}
|
22 |
+
{"current_steps": 22, "total_steps": 292, "loss": 0.0932, "lr": 7.333333333333333e-05, "epoch": 0.1506849315068493, "percentage": 7.53, "elapsed_time": "0:02:50", "remaining_time": "0:34:58"}
|
23 |
+
{"current_steps": 23, "total_steps": 292, "loss": 0.0926, "lr": 7.666666666666667e-05, "epoch": 0.15753424657534246, "percentage": 7.88, "elapsed_time": "0:02:58", "remaining_time": "0:34:46"}
|
24 |
+
{"current_steps": 24, "total_steps": 292, "loss": 0.1092, "lr": 8e-05, "epoch": 0.1643835616438356, "percentage": 8.22, "elapsed_time": "0:03:05", "remaining_time": "0:34:34"}
|
25 |
+
{"current_steps": 25, "total_steps": 292, "loss": 0.0967, "lr": 8.333333333333334e-05, "epoch": 0.17123287671232876, "percentage": 8.56, "elapsed_time": "0:03:13", "remaining_time": "0:34:23"}
|
26 |
+
{"current_steps": 26, "total_steps": 292, "loss": 0.0933, "lr": 8.666666666666667e-05, "epoch": 0.1780821917808219, "percentage": 8.9, "elapsed_time": "0:03:20", "remaining_time": "0:34:11"}
|
27 |
+
{"current_steps": 27, "total_steps": 292, "loss": 0.0964, "lr": 9e-05, "epoch": 0.18493150684931506, "percentage": 9.25, "elapsed_time": "0:03:27", "remaining_time": "0:34:01"}
|
28 |
+
{"current_steps": 28, "total_steps": 292, "loss": 0.0893, "lr": 9.333333333333334e-05, "epoch": 0.1917808219178082, "percentage": 9.59, "elapsed_time": "0:03:35", "remaining_time": "0:33:50"}
|
29 |
+
{"current_steps": 29, "total_steps": 292, "loss": 0.1099, "lr": 9.666666666666667e-05, "epoch": 0.19863013698630136, "percentage": 9.93, "elapsed_time": "0:03:42", "remaining_time": "0:33:40"}
|
30 |
+
{"current_steps": 30, "total_steps": 292, "loss": 0.093, "lr": 0.0001, "epoch": 0.2054794520547945, "percentage": 10.27, "elapsed_time": "0:03:50", "remaining_time": "0:33:30"}
|
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{"current_steps": 282, "total_steps": 292, "loss": 0.0611, "lr": 3.5901843831857576e-07, "epoch": 1.9315068493150684, "percentage": 96.58, "elapsed_time": "0:35:03", "remaining_time": "0:01:14"}
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284 |
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{"current_steps": 283, "total_steps": 292, "loss": 0.0688, "lr": 2.908711589663549e-07, "epoch": 1.9383561643835616, "percentage": 96.92, "elapsed_time": "0:35:11", "remaining_time": "0:01:07"}
|
285 |
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{"current_steps": 284, "total_steps": 292, "loss": 0.0627, "lr": 2.2987095085867937e-07, "epoch": 1.9452054794520548, "percentage": 97.26, "elapsed_time": "0:35:18", "remaining_time": "0:00:59"}
|
286 |
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{"current_steps": 285, "total_steps": 292, "loss": 0.0792, "lr": 1.760265844738096e-07, "epoch": 1.952054794520548, "percentage": 97.6, "elapsed_time": "0:35:26", "remaining_time": "0:00:52"}
|
287 |
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{"current_steps": 286, "total_steps": 292, "loss": 0.0601, "lr": 1.2934580143851295e-07, "epoch": 1.958904109589041, "percentage": 97.95, "elapsed_time": "0:35:33", "remaining_time": "0:00:44"}
|
288 |
+
{"current_steps": 287, "total_steps": 292, "loss": 0.0512, "lr": 8.983531341500983e-08, "epoch": 1.9657534246575343, "percentage": 98.29, "elapsed_time": "0:35:41", "remaining_time": "0:00:37"}
|
289 |
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{"current_steps": 288, "total_steps": 292, "loss": 0.0616, "lr": 5.750080113598455e-08, "epoch": 1.9726027397260273, "percentage": 98.63, "elapsed_time": "0:35:48", "remaining_time": "0:00:29"}
|
290 |
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{"current_steps": 289, "total_steps": 292, "loss": 0.0731, "lr": 3.2346913587816275e-08, "epoch": 1.9794520547945207, "percentage": 98.97, "elapsed_time": "0:35:56", "remaining_time": "0:00:22"}
|
291 |
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{"current_steps": 290, "total_steps": 292, "loss": 0.0733, "lr": 1.4377267342158274e-08, "epoch": 1.9863013698630136, "percentage": 99.32, "elapsed_time": "0:36:03", "remaining_time": "0:00:14"}
|
292 |
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{"current_steps": 291, "total_steps": 292, "loss": 0.054, "lr": 3.594446035964927e-09, "epoch": 1.9931506849315068, "percentage": 99.66, "elapsed_time": "0:36:11", "remaining_time": "0:00:07"}
|
293 |
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{"current_steps": 292, "total_steps": 292, "loss": 0.0588, "lr": 0.0, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "0:36:18", "remaining_time": "0:00:00"}
|
294 |
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{"current_steps": 292, "total_steps": 292, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "0:37:04", "remaining_time": "0:00:00"}
|
trainer_state.json
ADDED
@@ -0,0 +1,2094 @@
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training_eval_loss.png
ADDED
training_loss.png
ADDED
vocab.json
ADDED
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