diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..5dda323 --- /dev/null +++ b/LICENSE @@ -0,0 +1,51 @@ +Qwen LICENSE AGREEMENT + +Qwen LICENSE AGREEMENT Release Date: September 19, 2024 + +By clicking to agree or by using or distributing any portion or element of the Qwen Materials, you will be deemed to have recognized and accepted the content of this Agreement, which is effective immediately. + +1. Definitions + a. This Qwen LICENSE AGREEMENT (this "Agreement") shall mean the terms and conditions for use, reproduction, distribution and modification of the Materials as defined by this Agreement. + b. "We" (or "Us") shall mean Alibaba Cloud. + c. "You" (or "Your") shall mean a natural person or legal entity exercising the rights granted by this Agreement and/or using the Materials for any purpose and in any field of use. + d. "Third Parties" shall mean individuals or legal entities that are not under common control with us or you. + e. "Qwen" shall mean the large language models, and software and algorithms, consisting of trained model weights, parameters (including optimizer states), machine-learning model code, inference-enabling code, training-enabling code, fine-tuning enabling code and other elements of the foregoing distributed by us. + f. "Materials" shall mean, collectively, Alibaba Cloud's proprietary Qwen and Documentation (and any portion thereof) made available under this Agreement. + g. "Source" form shall mean the preferred form for making modifications, including but not limited to model source code, documentation source, and configuration files. + h. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. + +2. 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The Materials may be subject to export controls or restrictions in China, the United States or other countries or regions. You shall comply with applicable laws and regulations in your use of the Materials. + b. If you use the Materials or any outputs or results therefrom to create, train, fine-tune, or improve an AI model that is distributed or made available, you shall prominently display “Built with Qwen” or “Improved using Qwen” in the related product documentation. + +6. Intellectual Property + a. We retain ownership of all intellectual property rights in and to the Materials and derivatives made by or for us. Conditioned upon compliance with the terms and conditions of this Agreement, with respect to any derivative works and modifications of the Materials that are made by you, you are and will be the owner of such derivative works and modifications. + b. 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We may terminate this Agreement if you breach any of the terms or conditions of this Agreement. Upon termination of this Agreement, you must delete and cease use of the Materials. Sections 7 and 9 shall survive the termination of this Agreement. + +9. Governing Law and Jurisdiction. + a. This Agreement and any dispute arising out of or relating to it will be governed by the laws of China, without regard to conflict of law principles, and the UN Convention on Contracts for the International Sale of Goods does not apply to this Agreement. + b. The People's Courts in Hangzhou City shall have exclusive jurisdiction over any dispute arising out of this Agreement. diff --git a/README.md b/README.md index f1024c8..f70916f 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,137 @@ +--- +license: other +license_name: qwen +license_link: https://huggingface.co/Qwen/Qwen2.5-Math-PRM-7B/blob/main/LICENSE +language: +- en +- zh +pipeline_tag: text-classification +library_name: transformers +tags: +- reward model +base_model: +- Qwen/Qwen2.5-Math-7B-Instruct +--- + + # Qwen2.5-Math-PRM-7B -Qwen2.5-Math-PRM-7B \ No newline at end of file +## Introduction + +In addition to the mathematical Outcome Reward Model (ORM) Qwen2.5-Math-RM-72B, we release the Process Reward Model (PRM), namely Qwen2.5-Math-PRM-7B and Qwen2.5-Math-PRM-72B. PRMs emerge as a promising approach for process supervision in mathematical reasoning of Large Language Models (LLMs), aiming to identify and mitigate intermediate errors in the reasoning processes. Our trained PRMs exhibit both impressive performance in the Best-of-N (BoN) evaluation and stronger error identification performance in [ProcessBench](https://huggingface.co/papers/2412.06559). + + +![](http://qianwen-res.oss-accelerate-overseas.aliyuncs.com/Qwen2.5/Qwen2.5-Math-PRM/Qwen2.5-Math-PRM.png) + + +## Model Details + +For more details, please refer to our [paper](https://arxiv.org/pdf/2501.07301). + + +## Requirements +* `transformers>=4.40.0` for Qwen2.5-Math models. The latest version is recommended. + +> [!Warning] +>
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