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README.md
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---
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---
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language: en
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license: llama3.2
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base_model: meta-llama/Llama-3.2-1B
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tags:
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- lora
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- qlora
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- question-answering
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- squad
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datasets:
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- squad_v2
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---
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# Llama-3.2-1B + LoRA — SQuAD 2.0 QA
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## Результаты
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| Метод | F1 | Exact Match |
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|---|---|---|
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| Zero-shot | 8.28% | 4.0% |
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| Few-shot (5) | 0.0% | 0.0% |
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| **LoRA fine-tuned** | **61.63%** | **43.0%** |
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## Конфигурация LoRA
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- `r=16`, `alpha=32`, `dropout=0.05`
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- `max_steps=500`, `lr=2e-4`, `warmup=50`
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- 4-bit NF4 QLoRA (unsloth)
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