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dllm-reasoning avatar

dllm-reasoning/d1

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446 星标·54 分支·Python·Apache-2.0·2 次浏览dllm-reasoning.github.io↗

D1

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning A two-stage approach combining masked SFT with diffu -GRPO—a novel policy gradient method based on GRPO that features efficient log probability estimation designed for masked dLLMs—to scale reasoning capabilities…

Features

  • Training and Alignment - Scaling reasoning in diffusion models via reinforcement learning.

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常见问题解答

dllm-reasoning/d1 是做什么的?

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning A two-stage approach combining masked SFT with diffu -GRPO—a novel policy gradient method based on GRPO that features efficient log probability estimation designed for masked dLLMs—to scale reasoning capabilities…

dllm-reasoning/d1 的主要功能有哪些?

dllm-reasoning/d1 的主要功能包括:Training and Alignment。

dllm-reasoning/d1 有哪些开源替代品?

dllm-reasoning/d1 的开源替代品包括: amap-ml/ar-map — Are Autoregressive Large Language Models Implicit Teachers for Diffusion Large Language Models? A comprehensive… apple/ml-diffucoder — This software project accompanies the research paper, DiffuCoder: Understanding and Improving Masked Diffusion Models… autonomousvision/mdpo — [[Paper]](https://arxiv.org/pdf/2508.13148) [[Project]](https://cli212.github.io/MDPO/). bhmingyang/tad — ```bash conda create -n tad python=3.10 -y conda activate tad. bowen-sun-0728/blockwise-sft — Blockwise SFT for Diffusion Language Models: Reconciling Bidirectional Attention and Autoregressive Decoding. aistairc/text-diff-2step-loss — The implementation of "Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text Generation".

D1 的开源替代方案

相似的开源项目,按与 D1 的功能重合度排序。
  • amap-ml/ar-mapAMAP-ML 的头像

    AMAP-ML/AR-MAP

    24在 GitHub 上查看↗

    Are Autoregressive Large Language Models Implicit Teachers for Diffusion Large Language Models? A comprehensive framework for transferring alignment knowledge from AR-LLMs to Diffusion Models

    Python
    在 GitHub 上查看↗24
  • apple/ml-diffucoderapple 的头像

    apple/ml-diffucoder

    825在 GitHub 上查看↗

    This software project accompanies the research paper, DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation.

    Python
    在 GitHub 上查看↗825
  • autonomousvision/mdpoautonomousvision 的头像

    autonomousvision/mdpo

    44在 GitHub 上查看↗

    [Paper](https://arxiv.org/pdf/2508.13148) [Project](https://cli212.github.io/MDPO/)

    Python
    在 GitHub 上查看↗44
  • aistairc/text-diff-2step-lossaistairc 的头像

    aistairc/text-diff-2step-loss

    5在 GitHub 上查看↗

    The implementation of "Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text Generation"

    Python
    在 GitHub 上查看↗5
查看 D1 的所有 25 个替代方案
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