unsloth

name	unsloth
description	Pointers for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
version	1.0.0
author	Orchestra Research
license	MIT
tags	["Fine-Tuning","Unsloth","Fast Training","LoRA","QLoRA","Memory-Efficient","Optimization","Llama","Mistral","Gemma","Qwen"]
dependencies	["unsloth","torch","transformers","trl","datasets","peft"]

Unsloth Skill

Unsloth provides 2-5x faster fine-tuning with 50-80% less memory for LoRA/QLoRA on models like Llama, Mistral, Gemma, and Qwen.

When to Use This Skill

This skill should be triggered when:

• Working with unsloth
• Asking about unsloth features or APIs
• Implementing unsloth solutions
• Debugging unsloth code
• Learning unsloth best practices