axolotl

What problem does it solve?

This Skill provides expert guidance and comprehensive documentation for fine-tuning Large Language Models (LLMs) using the Axolotl framework, simplifying complex LLM customization.

Core Features & Use Cases

• Axolotl Expertise: Offers detailed information on Axolotl features, APIs, and best practices.
• Fine-tuning Guidance: Assists with configurations for LoRA/QLoRA, DPO/KTO/ORPO/GRPO, and multimodal support.
• Use Case: A user wants to fine-tune a Llama 3 model for a specific task. They can use this Skill to understand Axolotl's YAML configuration for LoRA, data formatting, and training parameters, ensuring a successful fine-tuning process.

Quick Start

Use the axolotl skill to find examples of FSDP configuration in YAML.