Qwen-2.5-Math-7B-SimpleRL

4
4
1 language
license:apache-2.0
by
hkust-nlp
Other
OTHER
7B params
New
4 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
16GB+ RAM
Mobile
Laptop
Server
Quick Summary

This is the model checkpoint in Project SimpleRL.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
7GB+ RAM

Code Examples

Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}
Citationbibtex
@misc{
    zeng2025simplerl,
    title={7B Model and 8K Examples: Emerging Reasoning with Reinforcement Learning is Both Effective and Efficient},
    author={Weihao Zeng and Yuzhen Huang and Wei Liu and Keqing He and Qian Liu and Zejun Ma and Junxian He},
    year={2025},
    howpublished={\url{https://hkust-nlp.notion.site/simplerl-reason}},
    note={Notion Blog}
}

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