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Qwen/Qwen2.5-1.5B-Instructbaseline (plain LoRA fine-tune, used as the pre-Flat-LoRA baseline)b-mc2/sql-create-context), used as a
downstream-task proxy to study how post-training 4-bit (NF4) quantization
shifts safety-refusal behavior after LoRA fine-tuning.