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Text Generation Inference

Large Language Model Text Generation Inference

View on GitHub Official site
Llm Inference Apache-2.0 Medium setup 10,880 stars

Overview

Description

Deploy and serve the most popular open-source LLMs at production scale without building inference infrastructure from scratch. TGI powers Hugging Face's own products with continuous batching, token streaming, and an OpenAI-compatible API built in. The bottom line: faster AI feature delivery backed by a battle-tested inference engine.

Technical scorecard

License

Apache-2.0

Commercial use

Yes

OpenAI-compatible API

Yes

REST API

Yes

Fine-tuning support

No

Quantization support

Yes

Docker available

Yes

GUI / no-code available

No

Telemetry

None

Offline after setup

Yes

Data & Privacy

Does it send data online?

After setup, this listing is marked as usable offline. Confirm network behavior against the upstream project before regulated deployment.

Does it store history?

Not verified in this directory yet. Review the upstream docs for persistence, logs, and workspace storage.

License checks?

Commercial use is marked as allowed or likely allowed by the listed license.

Telemetry?

None

Last verified: Jul 22, 2026. Maintainer verification should be treated as directory guidance, not legal advice.

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Setup & Installation

Medium

A developer can usually get this running with standard docs.

# Start with the official project repository
# https://github.com/huggingface/text-generation-inference

Hardware Requirements

Hardware tagsGPU (NVIDIA), GPU (AMD), TPU
LanguagesPython

Works Well With