Yuliang-Liu/Monkey
Some data may be outdated — see provenance labels.
Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models (CVPR 2024 Highlight) observed · 2026-10-04
Health v2 · maintenance only
71/100
- Activity 96
- Release rhythm 35
- Longevity 76
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1076
- days_rel: n/a
- days_push: 26
- n_releases_24m: 0
Adoption not part of the score
1956 stars · 140 forks observed · 2026-10-04
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Monkey is a large multi-modal model (LMM) research project from CVPR 2024 that improves image understanding via higher input resolution and detailed text labels, with variants like TextMonkey for OCR-free document understanding. It provides training code, model weights, and caption datasets for multimodal vision-language research.
Use cases
- run a multimodal LLM for image captioning
- understand documents without OCR pipelines
- generate detailed image descriptions
- fine-tune a vision-language model on high-resolution images
- benchmark multimodal models on OCR and VQA tasks
When to choose
- you need an open multimodal model with strong OCR-free document understanding
- you want research code and pretrained weights for high-resolution image understanding
When to avoid
- you need a production-ready hosted vision API
- you lack GPU resources for large model inference
Facets
library · maturity active
machine-learning deep-learning llm-inference ocr image-processing nlp artificial-intelligence large-language-models computer-vision image-processing python multimodal vision-language-model ocr-free cvpr-2024 model-weights research natural-language-processing gpu linux
1 source
- readme: https://github.com/Yuliang-Liu/Monkey · fetched 2026-10-04 · 49abe25e7578
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Yuliang-Liu/Monkey | main | 71 |
For agents
markdown · JSON · MCP: product_card(name="Yuliang-Liu/Monkey")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem