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hkunlp avatar

hkunlp/diffullama

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Diffullama

Current Diffusion Language Models (DLMs) have been studied at a smaller scale compared to their autoregressive (AR) counterparts and lack fair comparison on language modeling benchmarks. Additionally, training diffusion models from scratch at scale remains challenging. We propose adapting…

Features

  • Language Diffusion Models - Adapting autoregressive models to diffusion language models.
  • Training and Alignment - Scaling diffusion models via adaptation from autoregressive models.

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常见问题解答

hkunlp/diffullama 是做什么的?

Current Diffusion Language Models (DLMs) have been studied at a smaller scale compared to their autoregressive (AR) counterparts and lack fair comparison on language modeling benchmarks. Additionally, training diffusion models from scratch at scale remains challenging. We propose adapting…

hkunlp/diffullama 的主要功能有哪些?

hkunlp/diffullama 的主要功能包括:Language Diffusion Models, Training and Alignment。

hkunlp/diffullama 有哪些开源替代品?

hkunlp/diffullama 的开源替代品包括: jinjieni/quokka — Training Optimal Large Diffusion Language Models Jinjie Ni†, Qian Liu, Chao Du, Longxu Dou, Hang Yan, Zili Wang,… ml-gsai/llada-1.5 — We introduce LLaDA 1.5, a competitive large diffusion language model, trained by variance-reduced preference… hkunlp/dream — ](https://huggingface.co/Dream-org/Dream-v0-Base-7B). jinjieni/megadlms — MegaDLMs. autonomousvision/mdpo — [[Paper]](https://arxiv.org/pdf/2508.13148) [[Project]](https://cli212.github.io/MDPO/). amap-ml/ar-map — Are Autoregressive Large Language Models Implicit Teachers for Diffusion Large Language Models? A comprehensive…

Diffullama 的开源替代方案

相似的开源项目,按与 Diffullama 的功能重合度排序。
  • jinjieni/megadlmsJinjieNi 的头像

    JinjieNi/MegaDLMs

    339在 GitHub 上查看↗

    MegaDLMs

    Python
    在 GitHub 上查看↗339
  • jinjieni/quokkaJinjieNi 的头像

    JinjieNi/Quokka

    46在 GitHub 上查看↗

    Training Optimal Large Diffusion Language Models Jinjie Ni†, Qian Liu, Chao Du, Longxu Dou, Hang Yan, Zili Wang, Tianyu Pang, Michael Qizhe Shieh

    Python
    在 GitHub 上查看↗46
  • hkunlp/dreamHKUNLP 的头像

    HKUNLP/Dream

    1,249在 GitHub 上查看↗

    ](https://huggingface.co/Dream-org/Dream-v0-Base-7B)

    Python
    在 GitHub 上查看↗1,249
  • ml-gsai/llada-1.5ML-GSAI 的头像

    ML-GSAI/LLaDA-1.5

    55在 GitHub 上查看↗

    We introduce LLaDA 1.5, a competitive large diffusion language model, trained by variance-reduced preference optimization (VRPO).

    在 GitHub 上查看↗55
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