Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Using Segment-Anything and CLIP to generate pixel-aligned semantic features.

Clipora is a powerful toolkit for fine-tuning OpenCLIP models using Low Rank Adapters (LoRA).

Text-to-image search with OpenCLIP, Docker, Flask, Faiss, etc. and a basic front-end.

Group images by provided labels using OpenAI/CLIP

Using Docker compose to start up Triton with the OpenClip model, to encode text in to vectors