Llama-3.2-1B + LoRA — SQuAD 2.0 QA

Результаты

Метод F1 Exact Match
Zero-shot 8.28% 4.0%
Few-shot (5) 0.0% 0.0%
LoRA fine-tuned 61.63% 43.0%

Конфигурация LoRA

  • r=16, alpha=32, dropout=0.05
  • max_steps=500, lr=2e-4, warmup=50
  • 4-bit NF4 QLoRA (unsloth)
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