初始化项目，由ModelHub XC社区提供模型
Model: Thrillcrazyer/TACReward7B Source: Original Platform
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ModelHub XC
68
.ipynb_checkpoints/README-checkpoint.md
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68
.ipynb_checkpoints/README-checkpoint.md
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---
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base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
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library_name: transformers
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model_name: Qwen-7B_THIP
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tags:
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- generated_from_trainer
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- grpo
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- trl
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licence: license
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---
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# Model Card for Qwen-7B_THIP
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This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B).
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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="Thrillcrazyer/Qwen-7B_THIP", 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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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/pthpark1/THIP_DISTILL/runs/qtxe7wvv)
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This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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### Framework versions
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- TRL: 0.24.0
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- Transformers: 4.57.1
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- Pytorch: 2.8.0+cu128
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- Datasets: 4.2.0
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- Tokenizers: 0.22.1
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## Citations
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Cite GRPO as:
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```bibtex
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@article{shao2024deepseekmath,
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title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
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author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
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year = 2024,
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eprint = {arXiv:2402.03300},
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}
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```
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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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60
.ipynb_checkpoints/config-checkpoint.json
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.ipynb_checkpoints/config-checkpoint.json
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{
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151646,
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"dtype": "bfloat16",
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 3584,
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"initializer_range": 0.02,
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"intermediate_size": 18944,
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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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"full_attention"
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],
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"max_position_embeddings": 131072,
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"max_window_layers": 28,
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"model_type": "qwen2",
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"num_attention_heads": 28,
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"num_hidden_layers": 28,
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"num_key_value_heads": 4,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "4.57.1",
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"use_cache": true,
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"use_mrope": false,
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"use_sliding_window": false,
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"vocab_size": 152064
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}
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.ipynb_checkpoints/generation_config-checkpoint.json
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.ipynb_checkpoints/generation_config-checkpoint.json
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{
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"_from_model_config": true,
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"bos_token_id": 151646,
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"do_sample": true,
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"eos_token_id": [
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151643
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],
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"pad_token_id": 151643,
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"temperature": 0.6,
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"top_p": 0.95,
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"transformers_version": "4.57.1"
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}
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.ipynb_checkpoints/special_tokens_map-checkpoint.json
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.ipynb_checkpoints/special_tokens_map-checkpoint.json
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{
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"bos_token": {
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"content": "<｜begin▁of▁sentence｜>",
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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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"eos_token": {
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"content": "<｜end▁of▁sentence｜>",
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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": "<｜end▁of▁sentence｜>",
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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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3
.ipynb_checkpoints/tokenizer-checkpoint.json
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.ipynb_checkpoints/tokenizer-checkpoint.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
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size 11422778
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.ipynb_checkpoints/tokenizer_config-checkpoint.json
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.ipynb_checkpoints/tokenizer_config-checkpoint.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"add_prefix_space": null,
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"added_tokens_decoder": {
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"151643": {
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"content": "<｜end▁of▁sentence｜>",
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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": "<｜User｜>",
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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": false
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},
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"151645": {
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"content": "<｜Assistant｜>",
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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": false
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},
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"151646": {
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"content": "<｜begin▁of▁sentence｜>",
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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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"151647": {
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"content": "<|EOT|>",
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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": false
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},
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"151648": {
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"content": "<think>",
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"lstrip": false,
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"151649": {
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"content": "</think>",
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"lstrip": false,
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"151650": {
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"content": "<|quad_start|>",
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"151651": {
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"content": "<|quad_end|>",
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"151652": {
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"content": "<|vision_start|>",
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"special": true
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"151653": {
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"content": "<|vision_end|>",
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"special": true
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"content": "<|vision_pad|>",
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"content": "<tool_call>",
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"content": "</tool_call>",
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"151660": {
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"content": "<|fim_middle|>",
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"151661": {
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"151663": {
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}
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},
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"bos_token": "<｜begin▁of▁sentence｜>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<｜end▁of▁sentence｜>",
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"extra_special_tokens": {},
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"legacy": true,
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"model_max_length": 16384,
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"pad_token": "<｜end▁of▁sentence｜>",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizerFast",
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"truncation_side": "left",
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"unk_token": null,
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"use_default_system_prompt": false
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}
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