blip-caption
NumPyCLIP
| blip-caption | NumPyCLIP | |
|---|---|---|
| 2 | 1 | |
| 101 | 4 | |
| - | - | |
| 4.0 | 5.2 | |
| 8 months ago | 11 months ago | |
| Python | Python | |
| - | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
blip-caption
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Bash One-Liners for LLMs
I've been gleefully exploring the intersection of LLMs and CLI utilities for a few months now - they are such a great fit for each other! The unix philosophy of piping things together is a perfect fit for how LLMs work.
I've mostly been exploring this with my https://llm.datasette.io/ CLI tool, but I have a few other one-off tools as well: https://github.com/simonw/blip-caption and https://github.com/simonw/ospeak
I'm puzzled that more people aren't loudly exploring this space (LLM+CLI) - it's really fun.
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MetaCLIP – Meta AI Research
I suggest trying BLIP for this. I've had really good results from that.
https://github.com/salesforce/BLIP
I built a tiny Python CLI wrapper for it to make it easier to try: https://github.com/simonw/blip-caption
NumPyCLIP
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MetaCLIP – Meta AI Research
I found CLIP to be _amazing_ for all kinds of image search, like search-by-text or search-by-image. I even ported it to NumPy to understand it better. The whole thing is less than 500 lines of Python: https://github.com/99991/NumPyCLIP
What are some alternatives?
MetaCLIP - ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
autodistill-metaclip - MetaCLIP module for use with Autodistill.
BLIP - PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
open_clip - An open source implementation of CLIP.
sgpt - SGPT is a command-line tool that provides a convenient way to interact with OpenAI models, enabling users to run queries, generate shell commands and produce code directly from the terminal.
geppetto - golang GPT3 tooling