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hkust-nlp/llama3.1-8b_codeio_pp

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CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

<p align="left"> 📑 <a href="https://huggingface.co/papers/2502.07316" target="blank">Paper</a> &nbsp&nbsp | &nbsp&nbsp 🌐 <a href="https://codei-o.github.io/" target="blank">Project Page</a> &nbsp&nbsp | &nbsp&nbsp 💾 <a href="https://huggingface.co/collections/hkust-nlp/codei-o-67a978e28fd926b56a4f55a2" target="blank">Released Resources</a> &nbsp&nbsp | &nbsp&nbsp 📦 <a href="https://github.com/hkust-nlp/CodeIO" target="blank">Repo</a>

This is the resource page of the CodeI/O collection on Huggingface, we highlight your currect position with a blue block.

Dataset <table> <tr> <th>Dataset</th> <th>Link</th> </tr> <tr> <td>CodeI/O-PythonEdu-Reasoning</td> <td style="text-align: center; vertical-align: middle;"> <a href="https://huggingface.co/datasets/hkust-nlp/CodeIO-PyEdu-Reasoning">🤗</a> </td> </tr> </table>

Models <table> <tr> <th rowspan="2">Base Model / Training</th> <th colspan="2">CodeI/O</th> <th colspan="2">CodeI/O++</th> </tr> <tr> <th>Stage 1</th> <th>Stage 2</th> <th>Stage 1</th> <th>Stage 2</th> </tr> <tr> <td>Qwen 2.5 7B Coder</td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/qwen2.5-7b-codercodeiostage1">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/qwen2.5-7b-codercodeio">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/qwen2.5-7b-codercodeioppstage1">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/qwen2.5-7b-codercodeiopp">🤗</a></td> </tr> <tr> <td>LLaMA 3.1 8B</td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/llama3.1-8bcodeiostage1">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/llama3.1-8bcodeio">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/llama3.1-8bcodeioppstage1">🤗</a></td> <td style="background-color: #e6f3ff; text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/llama3.1-8bcodeiopp">🤗</a></td> </tr> <tr> <td>DeepSeek v2 Lite Coder</td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/dsv2-lite-codercodeiostage1">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/dsv2-lite-codercodeio">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/dsv2-lite-codercodeioppstage1">🤗</a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/hkust-nlp/dsv2-lite-codercodeiopp">🤗</a></td> </tr> </table>

Citation

If you find these resources helpful, please kindly cite as:

@article{li2025codeio,
  title={CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction},
  author={Li, Junlong and Guo, Daya and Yang, Dejian and Xu, Runxin and Wu, Yu and He, Junxian},
  journal={arXiv preprint arXiv:2502.07316},
  year={2025}
}