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6 experiments: baseline, LoRA+ (ratio=16), dropout 0.05, dropout 0.1, curriculum sampling, and all three combined. bf16 batch 16, 2000 steps, seed 42. data_dir placeholder needs to be updated before running. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>