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Lancelot39 avatar

Lancelot39/DiffusionNAT

0
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3 stars·1 fork·Python·8 views

DiffusionNAT

1.we propose a new solution for integrating Pre-trained LM into Diffusion Model, to perform discrete diffusion for text-to-text generation. It requires only low-cost fine-tuning and can performs better than vanilla fine-tuning;

Features

  • Language Diffusion Models - Self-prompting discrete diffusion for non-autoregressive generation.

Star history

Star history chart for lancelot39/diffusionnatStar history chart for lancelot39/diffusionnat

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Open-source alternatives to DiffusionNAT

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  • aim-uofa/evotokendlmaim-uofa avatar

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Frequently asked questions

What does lancelot39/diffusionnat do?

1.we propose a new solution for integrating Pre-trained LM into Diffusion Model, to perform discrete diffusion for text-to-text generation. It requires only low-cost fine-tuning and can performs better than vanilla fine-tuning;

What are the main features of lancelot39/diffusionnat?

The main features of lancelot39/diffusionnat are: Language Diffusion Models.

What are some open-source alternatives to lancelot39/diffusionnat?

Open-source alternatives to lancelot39/diffusionnat include: ashenweli/discrete-diffusion-models-for-language-genaration — This thesis aimstoinvestigate thepotential of discrete diffusion models in the context ofnaturallanguagegeneration. bytedance-seed/stable-diffcoder — Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model. czg1225/dparallel — 🚀 dParallel: Learnable Parallel Decoding for dLLMs. dreamlm/dream-coder — Dream-Coder 7B is a diffusion LLM for code trained exclusively on open-source data across its development… dreamlm/dreamon — ](https://huggingface.co/Dream-org/DreamOn-v0-7B). aim-uofa/evotokendlm — [2026-04-07] Our Paper is accepted to ACL 2026 (main)! - [2026-01-13] Code of EvoToken-DLM Released! - [2026-01-12]…