Practical implementation of LoRA and QLoRA for parameter-efficient fine-tuning of LLMs. Companion code to the blog post exploring “intruder dimensions” and how low-rank updates silently overwrite pre-training knowledge.
LoRA Fine-tuning
Hands-on implementation and analysis of Low-Rank Adaptation for efficient LLM steering.
PyTorchTransformersPEFTLoRAQLoRA