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ZHZisZZ/dllm

dllm

dLLM: Simple Diffusion Language Modeling

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Builder

ZHZisZZ

ZHZisZZ • individual

Stars

2,302

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Forks

226

Using upstream fork count

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Activity Score

0/100

0 commits in 30d

Created

Sep 14, 2025

Project creation date

README Summary

dLLM implements diffusion-based language modeling as an alternative to autoregressive approaches for text generation. The repository provides a simple implementation of diffusion processes applied to discrete language tokens, allowing for non-sequential text generation. It explores how diffusion models, typically used in image generation, can be adapted for natural language processing tasks.

AI Dev Skills

Unmapped

Diffusion ModelsLanguage ModelingAlternative Training ParadigmsDeep Learning ResearchNeural Network Architecture DesignText Generation Methods

Tags

Diffusion ModelsLanguage ModelingAlternative Training ParadigmsDeep Learning ResearchNeural Network Architecture DesignText Generation MethodsResearch on Non-autoregressive ModelsDiffusion-based Language TasksExperimental Text SynthesisAlternative Text GenerationNon-autoregressive Text GenerationTextTransformer ArchitectureNatural Language ProcessingDeep Learning Architecture DesignNon-autoregressive GenerationResearch EnvironmentNeural Text GenerationAlternative Language Model ArchitecturesPyTorch ImplementationSelf-hostedPython

Taxonomy

AI Trends

Alternative Generation Paradigms Diffusion-based AI Language Model Research

Deployment Context

Self-hosted

Modalities

Text

Skill Areas

Diffusion Models Language Modeling Alternative Training Paradigms Deep Learning Research Neural Network Architecture Design Text Generation Methods

Use Cases

Research into Non-Autoregressive Language Generation Alternative Text Generation Methods Language Model Training Experiments

Recent Activity

Updated 1 months ago

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Quality

research

Quality: medium
Maturity: research

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created: Sep 14, 2025
Forked: Mar 12, 2026
Your last push: 1 months ago
Upstream last push: 1 months ago
Tracked since: Feb 27, 2026

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