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TIPS-Qwen3-4B-Instruct-2507-Math
XingYing-stack/TIPS-Qwen3-4B-Instruct-2507-Math
TIPS-Qwen3-4B-Instruct-2507-Math is a text generation model from XingYing-stack. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This TIPS math checkpoint is initialized from Qwen/Qwen3-4B-Instruct-2507 and trained with outcome-only GRPO. It is a generative reward model that reasons over a mathematical solution before producing step-level and o…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Aug 27, 2026
- Updated
- Aug 27, 2026
- SHA
- 258b9e23
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Model card
From the Hugging Face model README
TIPS-Qwen3-4B-Instruct-2507-Math
This TIPS math checkpoint is initialized from Qwen/Qwen3-4B-Instruct-2507 and trained with outcome-only GRPO. It is a generative reward model that reasons over a mathematical solution before producing step-level and outcome labels.
Training data and code are available at https://huggingface.co/datasets/XingYing-stack/TIPS-Training-Data and https://github.com/RUCBM/TIPS.
Use the prompt templates and evaluation scripts in the TIPS repository. This checkpoint is intended for reward modeling and process verification rather than general-purpose chat.
Built upon verl and released under Apache-2.0.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3
- License
- apache-2.0
- Created
- Aug 27, 2026
- Updated
- Aug 27, 2026