Alpha-VLLM/Lumina-Image-2.0
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework observed · 2026-08-28
Health v2 · maintenance only
58/100
- Activity 83
- Release rhythm 35
- Longevity 41
Flags: no_releases
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: 585
- days_rel: n/a
- days_push: 103
- n_releases_24m: 0
Adoption not part of the score
1013 stars · 71 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Lumina-Image 2.0 is an open-source 2.6B-parameter text-to-image generation framework built on a unified Next-DiT architecture with a unified captioner (UniCap). The repository provides training and inference code, Hugging Face checkpoints, Diffusers integration, and demo spaces.
Use cases
- generate images from text prompts
- run a text-to-image model locally on GPU
- fine-tune a text-to-image model with LoRA
- integrate image generation into an app via diffusers
- compare open text-to-image models on benchmarks
When to choose
- you need an open-weights, Apache-2.0 text-to-image model with Diffusers support
- you want a relatively small (2.6B) image generation model that is efficient to run
- you want to fine-tune or extend a DiT-based image generator
When to avoid
- you need the absolute highest image quality from frontier closed models
- you have no GPU available
- you need video or audio generation rather than images
Facets
library · maturity active
machine-learning image-processing llm-inference artificial-intelligence image-processing deep-learning python text-to-image diffusion-model diffusers image-generation dit open-weights gpu docker
6 sources
- readme: https://github.com/Alpha-VLLM/Lumina-Image-2.0 · fetched 2026-08-28 · 635194e2f059
- homepage: https://arxiv.org/abs/2503.21758 · fetched 2026-08-29 · 7f16c1cab582
- 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 |
|---|---|---|
| Alpha-VLLM/Lumina-Image-2.0 | main | 58 |
For agents
markdown · JSON · MCP: product_card(name="Alpha-VLLM/Lumina-Image-2.0")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem