Three Tests to Run Before You Switch from LoRA to FullFT (fireworks.ai)

When Full Fine-Tuning beats LoRA, the adapter may not be the problem. Controlled experiments on Qwen3.5-9B show how data coverage, optimization, and rank can create or close the qu