Upload model
Browse files- .gitattributes +1 -0
- README.md +59 -0
- added_tokens.json +28 -0
- all_results.json +10 -0
- chat_template.jinja +15 -0
- config.json +60 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Sep11_21-20-58_gpu16/events.out.tfevents.1757618497.gpu16.3798062.0 +3 -0
- special_tokens_map.json +25 -0
- tokenizer.json +3 -0
- tokenizer_config.json +239 -0
- train_results.json +10 -0
- trainer_state.json +372 -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
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---
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base_model: Qwen/Qwen3-0.6B-Base
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datasets: arynkiewicz/biomedical-evidence-support-gpt-oss-sft
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library_name: transformers
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tags:
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- generated_from_trainer
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- trl
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- sft
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- alignment-handbook
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licence: license
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---
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# Model Card for None
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This model is a fine-tuned version of [Qwen/Qwen3-0.6B-Base](https://huggingface.co/Qwen/Qwen3-0.6B-Base) on the [arynkiewicz/biomedical-evidence-support-gpt-oss-sft](https://huggingface.co/datasets/arynkiewicz/biomedical-evidence-support-gpt-oss-sft) dataset.
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="None", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.23.0
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- Transformers: 4.56.1
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- Pytorch: 2.6.0
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- Datasets: 4.0.0
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- Tokenizers: 0.22.0
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## Citations
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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added_tokens.json
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{
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"</think>": 151668,
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"</tool_call>": 151658,
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"</tool_response>": 151666,
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"<think>": 151667,
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"<tool_call>": 151657,
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"<tool_response>": 151665,
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"<|box_end|>": 151649,
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"<|box_start|>": 151648,
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"<|endoftext|>": 151643,
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"<|file_sep|>": 151664,
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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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{
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"epoch": 3.0,
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"num_tokens": 117474320.0,
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"total_flos": 56147696418816.0,
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"train_loss": 1.8167425843630973,
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"train_runtime": 1364.5021,
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"train_samples": 70000,
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"train_samples_per_second": 153.902,
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"train_steps_per_second": 0.301
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}
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chat_template.jinja
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{% for message in messages %}
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{% if message['role'] == 'user' %}
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{{ '<|user|>
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' + message['content'] + eos_token }}
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{% elif message['role'] == 'system' %}
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{{ '<|system|>
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' + message['content'] + eos_token }}
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{% elif message['role'] == 'assistant' %}
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{{ '<|assistant|>
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' + message['content'] + eos_token }}
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{% endif %}
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{% if loop.last and add_generation_prompt %}
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{{ '<|assistant|>' }}
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{% endif %}
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{% endfor %}
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config.json
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{
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"architectures": [
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"Qwen3ForCausalLM"
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],
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| 5 |
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"attention_bias": false,
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| 6 |
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"attention_dropout": 0.0,
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| 7 |
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"dtype": "bfloat16",
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| 8 |
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"eos_token_id": 151645,
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| 9 |
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"head_dim": 128,
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| 10 |
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"hidden_act": "silu",
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| 11 |
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"hidden_size": 1024,
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| 12 |
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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| 42 |
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"full_attention"
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],
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| 44 |
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"max_position_embeddings": 32768,
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| 45 |
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"max_window_layers": 28,
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| 46 |
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"model_type": "qwen3",
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| 47 |
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"num_attention_heads": 16,
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| 48 |
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"num_hidden_layers": 28,
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| 49 |
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"num_key_value_heads": 8,
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| 50 |
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"pad_token_id": 151643,
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| 51 |
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"rms_norm_eps": 1e-06,
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| 52 |
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"rope_scaling": null,
|
| 53 |
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"rope_theta": 1000000,
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| 54 |
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"sliding_window": null,
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| 55 |
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"tie_word_embeddings": true,
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| 56 |
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"transformers_version": "4.56.1",
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| 57 |
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"use_cache": true,
|
| 58 |
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"use_sliding_window": false,
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| 59 |
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"vocab_size": 151936
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| 60 |
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}
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generation_config.json
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{
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"eos_token_id": 151645,
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"max_new_tokens": 2048,
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| 4 |
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"pad_token_id": 151643,
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| 5 |
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"transformers_version": "4.56.1"
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}
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merges.txt
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The diff for this file is too large to render.
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:842282645698b8ee37625324157a0f7db71421c77805c73afee7e4a27bf48abd
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size 1192135096
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runs/Sep11_21-20-58_gpu16/events.out.tfevents.1757618497.gpu16.3798062.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:0cf65bd021acab5c70baba158f6153036f02663153e73bc0adb63df59b6e837a
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size 17909
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special_tokens_map.json
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{
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"additional_special_tokens": [
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| 3 |
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"<|im_start|>",
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| 4 |
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"<|im_end|>",
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| 5 |
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"<|object_ref_start|>",
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| 6 |
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"<|object_ref_end|>",
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| 7 |
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"<|box_start|>",
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| 8 |
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"<|box_end|>",
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| 9 |
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"<|quad_start|>",
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| 10 |
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"<|quad_end|>",
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| 11 |
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"<|vision_start|>",
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| 12 |
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"<|vision_end|>",
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| 13 |
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"<|vision_pad|>",
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| 14 |
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"<|image_pad|>",
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| 15 |
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"<|video_pad|>"
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],
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| 17 |
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"eos_token": "<|im_end|>",
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| 18 |
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"pad_token": {
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| 19 |
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"content": "<|endoftext|>",
|
| 20 |
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"lstrip": false,
|
| 21 |
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"normalized": false,
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| 22 |
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"rstrip": false,
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| 23 |
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"single_word": false
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| 24 |
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}
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| 25 |
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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:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
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size 11422654
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tokenizer_config.json
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
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|
| 4 |
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"added_tokens_decoder": {
|
| 5 |
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"151643": {
|
| 6 |
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"content": "<|endoftext|>",
|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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"special": true
|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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| 59 |
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|
| 60 |
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| 61 |
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|
| 62 |
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|
| 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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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 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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|
| 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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|
| 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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| 121 |
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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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"content": "<|fim_prefix|>",
|
| 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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"content": "<|fim_suffix|>",
|
| 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 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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"content": "</tool_response>",
|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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},
|
| 197 |
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"151667": {
|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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"errors": "replace",
|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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"tokenizer_class": "Qwen2Tokenizer",
|
| 238 |
+
"unk_token": null
|
| 239 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 3.0,
|
| 3 |
+
"num_tokens": 117474320.0,
|
| 4 |
+
"total_flos": 56147696418816.0,
|
| 5 |
+
"train_loss": 1.8167425843630973,
|
| 6 |
+
"train_runtime": 1364.5021,
|
| 7 |
+
"train_samples": 70000,
|
| 8 |
+
"train_samples_per_second": 153.902,
|
| 9 |
+
"train_steps_per_second": 0.301
|
| 10 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,372 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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vocab.json
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