salesforce/BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 70
- Release rhythm 35
- Longevity 100
Flags: no_releases archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1682
- days_rel: n/a
- days_push: 183
- n_releases_24m: 0
Adoption not part of the score
5717 stars · 763 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
PyTorch implementation of BLIP, a vision-language pre-training model for unified image understanding and text generation tasks. The repository is deprecated and its functionality has been integrated into the LAVIS library.
Use cases
- generate captions for images
- answer questions about image content
- retrieve images matching a text query
- extract multimodal feature embeddings
- fine-tune a vision-language model on custom data
- bootstrap noisy image-text datasets with CapFilt
When to choose
- studying the BLIP paper's original implementation
- reproducing research results on image captioning, VQA, or retrieval
- needing pre-trained checkpoints for vision-language experiments
When to avoid
- building anything for production (repo is officially deprecated)
- new projects - use LAVIS or Hugging Face transformers instead
- users needing ongoing support or updated dependencies
Facets
library · maturity abandoned
machine-learning deep-learning nlp image-processing rag machine-learning deep-learning computer-vision artificial-intelligence python vision-language image-captioning visual-question-answering image-text-retrieval pytorch multimodal deprecated natural-language-processing gpu
1 source
- readme: https://github.com/salesforce/BLIP · fetched 2026-08-28 · f28ef3d604a4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| salesforce/BLIP | main | 10 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem