Diffusion Language Models

There are 18 diffusion language models tracked. 1 score above 50 (established tier). The highest-rated is ljleb/sd-mecha at 57/100 with 81 stars.

Get all 18 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	ljleb/sd-mecha Executable State Dict Recipes	57	Established	81	Python
2	SJTU-DENG-Lab/Discrete-Diffusion-Forcing Discrete Diffusion Forcing (D2F): dLLMs Can Do Faster-Than-AR Inference	47	Emerging	244	Python
3	declare-lab/tango A family of diffusion models for text-to-audio generation.	46	Emerging	1,233	Python
4	Li-Jinsong/DAEDAL [ICLR 2026] Official repository of "Beyond Fixed: Training-Free...	43	Emerging	162	Python
5	SalesforceAIResearch/CoDA Salesforce AI Research's open diffusion language model	41	Emerging	59	Python
6	ZhanqiuHu/flash-dlm-experimental Implementation of Flash-DLM (paper: FlashDLM: Accelerating Diffusion...	39	Emerging	18	Python
7	AIDASLab/Awesome-Diffusion-LLM A comprehensive list of papers about Large-Language-Diffusion-Models.	39	Emerging	61	—
8	eth-sri/constrained-diffusion Constrained Decoding of Diffusion LLMs with Context-Free Grammars.	39	Emerging	41	Rust
9	yangluo7/CAME [ACL 2023] The official implementation of "CAME: Confidence-guided Adaptive...	37	Emerging	96	Python
10	yczhou001/Awesome-Diffusion-LLM paper list, tutorial, and nano code snippet for Diffusion Large Language Models.	37	Emerging	156	Jupyter Notebook
11	happylittlecat2333/Auffusion Official codes and models of the paper "Auffusion: Leveraging the Power of...	37	Emerging	193	Jupyter Notebook
12	OpenGVLab/SDLM Sequential Diffusion Language Model (SDLM) enhances pre-trained...	36	Emerging	92	Python
13	yuezhouhu/residual-context-diffusion Residual Context Diffusion (RCD): Repurposing discarded signals as...	34	Emerging	55	Python
14	TonyLianLong/LLM-groundedDiffusion LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image...	33	Emerging	481	Python
15	Qrange-group/SUR-adapter ACM MM'23 (oral), SUR-adapter for pre-trained diffusion models can acquire...	32	Emerging	120	Python
16	TonyLianLong/LLM-groundedVideoDiffusion [ICLR 2024] LLM-grounded Video Diffusion Models (LVD): official...	27	Experimental	167	Python
17	LanDiff/LanDiff The Best of Both Worlds: Integrating Language Models and Diffusion Models...	25	Experimental	39	Python
18	LituRout/ADLM Anchored Diffusion Language Model (NeurIPS 2025)	24	Experimental	28	Python

Comparisons in this category

LLM-groundedDiffusion and LLM-groundedVideoDiffusion (33 vs 27)