Text Generation Inference
Hugging Face's production-ready LLM serving toolkit with continuous batching
Text Generation Inference
Hugging Face's production-ready LLM serving toolkit with continuous batching
Text Generation Inference (TGI) is an open-source, production-grade toolkit by Hugging Face for deploying large language models with high throughput and low latency. It supports continuous batching, tensor parallelism, quantization, and speculative decoding to maximize GPU utilization. Platform engineers, ML infrastructure teams, and API providers use TGI to self-host open-source LLMs like Llama, Mistral, and Falcon with performance competitive to commercial APIs, while maintaining full control over data privacy and infrastructure costs.
Key Features
- ✓Continuous batching
- ✓Tensor parallelism
- ✓Quantization support
- ✓Speculative decoding
- ✓OpenAI-compatible API
Quick Info
- Category
- AI Infrastructure
- Pricing
- Free
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