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license: unknown
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license: unknown
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base_model:
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- Qwen/Qwen2.5-Coder-7B
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tags:
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- code
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- text-diffusion-model
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- diffusion large language model
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---
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### DiffuCoder-7B-Base
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The DiffuCoder-7B-Base model is our foundational masked diffusion LLM for code generation.
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- Training recipe: Using [DiffuLLaMA](https://github.com/HKUNLP/DiffuLLaMA)'s adaptation approach, trained on a large corpus of code: with Stage 1 65B tokens and Stage 2 65B tokens.
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- Benchmarks: Strong baseline performance on HumanEval, MBPP and BigCodeBench.
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#### More details and usage examples:
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- Paper: [DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation](https://arxiv.org/abs/2506.20639)
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- GitHub: https://github.com/apple/ml-diffucoder
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#### Acknowledgement
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To power this HuggingFace model release, we reuse [Dream](https://huggingface.co/Dream-org/Dream-v0-Base-7B)'s modeling architecture and generation utils.
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