Step-by-Step Guides to Fine-Tune & Run Every LLM with Unsloth AI

Comprehensive, step-by-step guides are now available for fine-tuning and running every major large language model (LLM) using Unsloth AI. Each guide features in-depth technical analysis, best practices, and detailed explanations of Unsloth AI’s unique bug fixes and optimizations for each supported model. Users will learn optimal settings, how to fine-tune models with provided notebooks, and gain access to a complete directory of all model variants. The guides are designed to make advanced LLM customization accessible, efficient, and memory-friendly—even on consumer hardware—by leveraging Unsloth’s innovations like QLoRA, LoRA, gradient checkpointing, and support for a wide range of architectures including Llama, Mistral, Qwen, and Gemma