VILA-Lab/Awesome-DLMs resource
The official GitHub repo for the survey paper "A Survey on Diffusion Language Models". observed · 2026-09-01
Health v2 · maintenance only
63/100
- Activity 100
- Release rhythm 35
- Longevity 29
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 415
- days_rel: n/a
- days_push: 2
- n_releases_24m: 0
Adoption not part of the score
1202 stars · 60 forks observed · 2026-09-01
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated awesome-list accompanying the survey paper 'A Survey on Diffusion Language Models', collecting papers, code, demos, benchmarks, and frameworks for diffusion-based language models. It organizes resources across discrete, continuous, and multimodal DLMs, plus training and inference techniques.
Use cases
- find papers on diffusion language models
- learn about non-autoregressive text generation
- track state-of-the-art DLM research and demos
- find training and inference frameworks for diffusion LMs
- compare discrete vs continuous diffusion language models
- find benchmarks for parallel text generation
When to choose
- you are researching diffusion-based language models and want a comprehensive, updated reading list
- you want demos and playgrounds for models like LLaDA, Mercury, or Dream
- you need a taxonomy of DLM training and inference techniques
When to avoid
- you need runnable software rather than a curated paper list
- you only care about standard autoregressive LLM tooling
Facets
learning-resource · maturity active
documentation nlp machine-learning large-language-models artificial-intelligence awesome-lists tutorials awesome-list diffusion-language-models survey-paper research-collection reading-list natural-language-processing web-server
6 sources
- readme: https://github.com/VILA-Lab/Awesome-DLMs · fetched 2026-09-01 · 4b8d1082cf2c
- homepage: https://arxiv.org/abs/2508.10875 · fetched 2026-08-29 · b614baa9184a
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| VILA-Lab/Awesome-DLMs | main | 63 |
For agents
markdown · JSON · MCP: product_card(name="VILA-Lab/Awesome-DLMs")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem