llama-factory

What problem does it solve?

This Skill provides expert guidance and comprehensive documentation for fine-tuning Large Language Models (LLMs) using the LLaMA-Factory framework, enabling users to customize and optimize models without extensive coding.

Core Features & Use Cases

• LLaMA-Factory Expertise: Offers in-depth knowledge on installation, training, evaluation, merging, and inference with LLaMA-Factory.
• Model Fine-Tuning: Supports a wide range of models and fine-tuning techniques including QLoRA, LoRA, and full parameter tuning.
• Use Case: A user wants to fine-tune the Qwen2.5-1.5B model for a specific sentiment analysis task. They can use this skill to understand the data preparation, training configuration, and evaluation steps required within LLaMA-Factory.

Quick Start

Use the llama-factory skill to get started with installing LLaMA-Factory on Linux.