text-generation-inference
OfficialDeploy LLMs with TGI
AuthorHouseGarofalo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides expert guidance for deploying Large Language Models (LLMs) efficiently and at scale using Hugging Face's Text Generation Inference (TGI).
Core Features & Use Cases
- Production LLM Serving: Deploy LLMs for high-throughput inference in production environments.
- Optimization: Configure quantization (e.g., bitsandbytes, GPTQ, AWQ), continuous batching, and tensor parallelism for optimized performance.
- Use Case: Deploying a Llama-3.1-70B-Instruct model for a customer-facing chatbot that requires low latency and high concurrency.
Quick Start
Use the text-generation-inference skill to deploy a Llama-3.1-8B-Instruct model using Docker with 4-bit quantization.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: text-generation-inference Download link: https://github.com/HouseGarofalo/claude-code-base/archive/main.zip#text-generation-inference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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