Fine-Tuning Llama 3.1 8B for Free on Colab: QLoRA, Unsloth, and a Compression Claim That Doesn't Hold Up

How to fine-tune Llama 3.1 8B with QLoRA on free Colab, plus a real check of a 4-bit compression claim that turns out to be wrong.