<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Train and quantize · LocalAI</title><link>https://localai.io/docs/models/training/index.html</link><description>Fine-tune a model on your data and quantize a model to a smaller file.</description><generator>Hugo</generator><language>en-GB</language><atom:link href="https://localai.io/docs/models/training/index.xml" rel="self" type="application/rss+xml"/><item><title>Fine-tune a model</title><link>https://localai.io/docs/models/training/fine-tuning/index.html</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://localai.io/docs/models/training/fine-tuning/index.html</guid><description>LocalAI supports fine-tuning LLMs directly through the API and Web UI. Fine-tuning is powered by pluggable backends that implement a generic gRPC interface, allowing support for different training frameworks and model types.</description></item><item><title>Quantize a model</title><link>https://localai.io/docs/models/training/quantization/index.html</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://localai.io/docs/models/training/quantization/index.html</guid><description>LocalAI supports model quantization directly through the API and Web UI. Quantization converts HuggingFace models to GGUF format and compresses them to smaller sizes for efficient inference with llama.cpp.&#10;Note This feature is experimental and may change in future releases.</description></item></channel></rss>