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- ---
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- library_name: transformers
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- base_model:
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- - Qwen/Qwen2.5-32B-Instruct
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- ---
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-
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- # Model Card for Model ID
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-
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- <!-- Provide a quick summary of what the model is/does. -->
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-
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-
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- ## Model Details
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-
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- ### Model Description
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-
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- <!-- Provide a longer summary of what this model is. -->
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-
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- This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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-
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- - **Developed by:** [More Information Needed]
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- - **Funded by [optional]:** [More Information Needed]
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- - **Shared by [optional]:** [More Information Needed]
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- - **Model type:** [More Information Needed]
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- - **Language(s) (NLP):** [More Information Needed]
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- - **License:** [More Information Needed]
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- - **Finetuned from model [optional]:** [More Information Needed]
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-
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- ### Model Sources [optional]
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-
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- <!-- Provide the basic links for the model. -->
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-
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- - **Repository:** [More Information Needed]
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- - **Paper [STILL-2]:** [https://arxiv.org/abs/2412.09413]
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- - **Demo [optional]:** [More Information Needed]
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-
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- ## Uses
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-
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- <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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-
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- ### Direct Use
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-
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- <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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-
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- [More Information Needed]
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-
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- ### Downstream Use [optional]
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-
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- <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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-
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- [More Information Needed]
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-
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- ### Out-of-Scope Use
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-
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- <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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-
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- [More Information Needed]
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-
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- ## Bias, Risks, and Limitations
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-
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- <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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-
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- [More Information Needed]
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-
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- ### Recommendations
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-
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- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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-
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- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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-
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- ## How to Get Started with the Model
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-
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- Use the code below to get started with the model.
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-
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- [More Information Needed]
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-
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- ## Training Details
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-
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- ### Training Data
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-
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- <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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-
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- [More Information Needed]
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-
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- ### Training Procedure
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-
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- <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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-
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- #### Preprocessing [optional]
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-
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- [More Information Needed]
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-
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-
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- #### Training Hyperparameters
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-
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- - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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-
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- #### Speeds, Sizes, Times [optional]
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-
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- <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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-
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- [More Information Needed]
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-
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- ## Evaluation
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-
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- <!-- This section describes the evaluation protocols and provides the results. -->
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-
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- ### Testing Data, Factors & Metrics
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- #### Testing Data
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-
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- <!-- This should link to a Dataset Card if possible. -->
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-
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- [More Information Needed]
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-
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- #### Factors
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-
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- <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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- [More Information Needed]
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-
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- #### Metrics
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-
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- <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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-
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- [More Information Needed]
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- ### Results
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-
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- [More Information Needed]
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-
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- #### Summary
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-
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- ## Model Examination [optional]
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-
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- <!-- Relevant interpretability work for the model goes here -->
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-
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- [More Information Needed]
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-
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-
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-
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- ### Model Architecture and Objective
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-
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- [More Information Needed]
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-
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- ### Compute Infrastructure
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-
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- [More Information Needed]
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-
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- #### Hardware
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-
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- [More Information Needed]
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-
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- #### Software
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-
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- [More Information Needed]
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-
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- ## Citation
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-
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- Please kindly cite our reports if they are helpful for your research.
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-
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- ```
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- @article{Slow_Thinking_with_LLMs_1,
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- title={Enhancing LLM Reasoning with Reward-guided Tree Search},
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- author={Jiang, Jinhao and Chen, Zhipeng and Min, Yingqian and Chen, Jie and Cheng, Xiaoxue and Wang, Jiapeng and Tang, Yiru and Sun, Haoxiang and Deng, Jia and Zhao, Wayne Xin and Liu, Zheng and Yan, Dong and Xie, Jian and Wang, Zhongyuan and Wen, Ji-Rong},
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- journal={arXiv preprint arXiv:2411.11694},
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- year={2024}
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- }
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- ```
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-
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- ```
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- @article{Slow_Thinking_with_LLMs_2,
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- title={Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems},
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- author={Min, Yingqian and Chen, Zhipeng and Jiang, Jinhao and Chen, Jie and Deng, Jia and Hu, Yiwen and Tang, Yiru and Wang, Jiapeng and Cheng, Xiaoxue and Song, Huatong and Zhao, Wayne Xin and Liu, Zheng and Wang, Zhongyuan and Wen, Ji-Rong},
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- journal={arXiv preprint arXiv:2412.09413},
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- year={2024}
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- }
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- ```
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-
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- **BibTeX:**
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-
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- [More Information Needed]
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-
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- **APA:**
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-
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- [More Information Needed]
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-
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- ## Glossary [optional]
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-
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- <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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- [More Information Needed]
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-
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- ## More Information [optional]
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-
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- [More Information Needed]
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- ## Model Card Authors [optional]
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-
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- [More Information Needed]
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-
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- ## Model Card Contact
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  [More Information Needed]
 
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+ ---
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+ library_name: transformers
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+ base_model:
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+ - Qwen/Qwen2.5-32B-Instruct
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+ language:
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+ - zho
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+ - eng
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+ - fra
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+ - spa
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+ - por
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+ - deu
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+ - ita
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+ - rus
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+ - jpn
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+ - kor
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+ - vie
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+ - tha
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+ - ara
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+
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+
27
+ ## Model Details
28
+
29
+ ### Model Description
30
+
31
+ <!-- Provide a longer summary of what this model is. -->
32
+
33
+ This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
34
+
35
+ - **Developed by:** [More Information Needed]
36
+ - **Funded by [optional]:** [More Information Needed]
37
+ - **Shared by [optional]:** [More Information Needed]
38
+ - **Model type:** [More Information Needed]
39
+ - **Language(s) (NLP):** [More Information Needed]
40
+ - **License:** [More Information Needed]
41
+ - **Finetuned from model [optional]:** [More Information Needed]
42
+
43
+ ### Model Sources [optional]
44
+
45
+ <!-- Provide the basic links for the model. -->
46
+
47
+ - **Repository:** [More Information Needed]
48
+ - **Paper [STILL-2]:** [https://arxiv.org/abs/2412.09413]
49
+ - **Demo [optional]:** [More Information Needed]
50
+
51
+ ## Uses
52
+
53
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
54
+
55
+ ### Direct Use
56
+
57
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
58
+
59
+ [More Information Needed]
60
+
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+ ### Downstream Use [optional]
62
+
63
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
65
+ [More Information Needed]
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+
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+ ### Out-of-Scope Use
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+
69
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
70
+
71
+ [More Information Needed]
72
+
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+ ## Bias, Risks, and Limitations
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+
75
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
76
+
77
+ [More Information Needed]
78
+
79
+ ### Recommendations
80
+
81
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
82
+
83
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
84
+
85
+ ## How to Get Started with the Model
86
+
87
+ Use the code below to get started with the model.
88
+
89
+ [More Information Needed]
90
+
91
+ ## Training Details
92
+
93
+ ### Training Data
94
+
95
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
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+ ### Training Procedure
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+
101
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
102
+
103
+ #### Preprocessing [optional]
104
+
105
+ [More Information Needed]
106
+
107
+
108
+ #### Training Hyperparameters
109
+
110
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
111
+
112
+ #### Speeds, Sizes, Times [optional]
113
+
114
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
115
+
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+ [More Information Needed]
117
+
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+ ## Evaluation
119
+
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+ <!-- This section describes the evaluation protocols and provides the results. -->
121
+
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+ ### Testing Data, Factors & Metrics
123
+
124
+ #### Testing Data
125
+
126
+ <!-- This should link to a Dataset Card if possible. -->
127
+
128
+ [More Information Needed]
129
+
130
+ #### Factors
131
+
132
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
133
+
134
+ [More Information Needed]
135
+
136
+ #### Metrics
137
+
138
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
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+ ### Results
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+
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+ [More Information Needed]
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+
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+ #### Summary
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+
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+
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+
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+ ## Model Examination [optional]
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+
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+ <!-- Relevant interpretability work for the model goes here -->
153
+
154
+ [More Information Needed]
155
+
156
+
157
+
158
+ ### Model Architecture and Objective
159
+
160
+ [More Information Needed]
161
+
162
+ ### Compute Infrastructure
163
+
164
+ [More Information Needed]
165
+
166
+ #### Hardware
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+
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+ [More Information Needed]
169
+
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+ #### Software
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+
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+ [More Information Needed]
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+
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+ ## Citation
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+
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+ Please kindly cite our reports if they are helpful for your research.
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+
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+ ```
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+ @article{Slow_Thinking_with_LLMs_1,
180
+ title={Enhancing LLM Reasoning with Reward-guided Tree Search},
181
+ author={Jiang, Jinhao and Chen, Zhipeng and Min, Yingqian and Chen, Jie and Cheng, Xiaoxue and Wang, Jiapeng and Tang, Yiru and Sun, Haoxiang and Deng, Jia and Zhao, Wayne Xin and Liu, Zheng and Yan, Dong and Xie, Jian and Wang, Zhongyuan and Wen, Ji-Rong},
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+ journal={arXiv preprint arXiv:2411.11694},
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+ year={2024}
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+ }
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+ ```
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+
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+ ```
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+ @article{Slow_Thinking_with_LLMs_2,
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+ title={Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems},
190
+ author={Min, Yingqian and Chen, Zhipeng and Jiang, Jinhao and Chen, Jie and Deng, Jia and Hu, Yiwen and Tang, Yiru and Wang, Jiapeng and Cheng, Xiaoxue and Song, Huatong and Zhao, Wayne Xin and Liu, Zheng and Wang, Zhongyuan and Wen, Ji-Rong},
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+ journal={arXiv preprint arXiv:2412.09413},
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+ year={2024}
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+ }
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+ ```
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+
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+ **BibTeX:**
197
+
198
+ [More Information Needed]
199
+
200
+ **APA:**
201
+
202
+ [More Information Needed]
203
+
204
+ ## Glossary [optional]
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+
206
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
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+ [More Information Needed]
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+
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+ ## More Information [optional]
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+
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+ [More Information Needed]
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+
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+ ## Model Card Authors [optional]
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+
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+ [More Information Needed]
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+
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+ ## Model Card Contact
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+
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  [More Information Needed]