Ross ROSS = Recommend OSS · open-source software intelligence for agents

baaivision/Emu3.5

Native Multimodal Models are World Learners observed · 2026-08-28

github.com/baaivision/Emu3.5 · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

43/100

  • Activity 59
  • Release rhythm 35
  • Longevity 22

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: 308
  • days_rel: n/a
  • days_push: 246
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1547 stars · 69 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Emu3.5 is BAAI's native multimodal foundation model that jointly predicts next states across vision and language, trained on 10T+ interleaved video-text tokens. The repo provides model weights, inference code (including vLLM offline inference), and tooling for image generation, editing, and interleaved vision-language generation.

Use cases

  • generate images from text or any modality input
  • edit images with natural language instructions
  • generate interleaved image-and-text sequences
  • run multimodal model inference with vLLM
  • explore world modeling and embodied manipulation scenarios
  • benchmark against commercial image generation models

When to choose

  • you need an open-weights multimodal model for image generation and editing
  • you want interleaved vision-language generation without modality adapters
  • you need fast inference via discrete diffusion parallel decoding
  • you are researching unified next-token world modeling

When to avoid

  • you only need text-only LLM inference
  • you lack GPU resources for large model inference
  • you need a production-ready hosted service rather than self-run models

Facets

library · maturity active

machine-learning deep-learning llm-inference image-processing llm-training artificial-intelligence large-language-models image-processing machine-learning python multimodal world-model image-generation vision-language-model diffusion any-to-image gpu linux

1 source

Member repositories

RepositoryRoleHealth v2
baaivision/Emu3.5main43

For agents

markdown · JSON · MCP: product_card(name="baaivision/Emu3.5")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem