Shaw Talebi
QLoRA - How to Fine-tune an LLM on a Single GPU with Python Code
Learn to fine-tune large language models on a single GPU using QLoRA. Explore quantization techniques, LoRA, and practical implementation with Python code for custom YouTube comment responses.
YouTube37 minutesSelf-pacedFree video
Trelis Research
Full Fine-Tuning vs LoRA and QLoRA - Comparison and Best Practices
Explore full fine-tuning vs (Q)LoRA techniques, comparing VRAM usage, training time, and quality. Learn parameter selection, tips for QLoRA, and step-by-step guidance for TinyLlama and Mistral 7B fine-tuning.
YouTube53 minutesSelf-pacedFree video
Trelis Research
Fine-tuning Language Models for Structured Responses with QLoRa - Lecture
Master fine-tuning language models for structured responses using QLoRa. Learn quantization, data setup, training, inference, and advanced techniques to enhance model performance and efficiency.
YouTube1 hour 5 minutesSelf-pacedFree video