jina-ai/clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

PythonShellDockerfiledeep-learningpytorchopenaibertsentence2veconnxcross-modalitymulti-modalityimage2vecsentence-encodingbert-as-servicecross-modal-retrievalneural-searchclip-modelclip-as-service
This is stars and forks stats for /jina-ai/clip-as-service repository. As of 29 Mar, 2024 this repository has 11871 stars and 2051 forks.

CLIP-as-service is a low-latency high-scalability service for embedding images and text. It can be easily integrated as a microservice into neural search solutions. ⚡ Fast: Serve CLIP models with TensorRT, ONNX runtime and PyTorch w/o JIT with 800QPS[*]. Non-blocking duplex streaming on requests and responses, designed for large data and long-running tasks. 🫐 Elastic: Horizontally scale up and down multiple CLIP models on single GPU, with automatic load balancing. 🐥 Easy-to-use: No learning curve,...
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