How to Fine-Tune LLMs with LoRA and QLoRA: A Production Python Guide
Learn to fine-tune LLMs with LoRA and QLoRA on a single GPU using Python and Hugging Face. Covers dataset prep, training with TRL and PEFT, evaluation, GGUF export, and Ollama deployment.