Lora

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Finetuning concept
When to finetune vs RAG; memory bottleneck; quantisation (FP32→INT4); PEFT; LoRA (low-rank decomposition, rank, alpha, multi-LoRA serving); QLoRA; model merging (task arithmetic, TIES/DARE, frankenmerging); finetuning tactics