text-embeddings-inference

by huggingface · AI

A blazing fast inference solution for text embeddings models

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AIAI ApplicationRustPython
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About this project

Text Embeddings Inference A blazing fast inference solution for text embeddings models. Benchmark for BAAI/bge-base-en-v1.5 on an NVIDIA A10 with a sequence length of 512 tokens: Table of contents — Get Started — Supported Models — Docker — Docker Images — API Documentation — Using a private or gated model — Air gapped deployment — Using Re-rankers models — Using Sequence Classification models — Using SPLADE pooling — Distributed Tracing — gRPC — Local Install — Apple Silicon (Homebrew) — Docker Build — ARM64 / aarch64 — AMD Instinct GPUs (ROCm) — Examples Text Embeddings Inference (TEI) is a toolkit for deploying and serving open source text embeddings…

Technologies

JavaScriptShellaiPythonRustDockerfileembeddingshuggingface

Project health

Actively maintained
Last updateyesterday
Contributors63
Latest releasev1.9.3
Open issues & PRs209
LicenseApache-2.0
On GitHubsince 2023

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