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README.md
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# Model: LLaMA (IFD Top 30% + Low Instruction Entropy)
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## ๐ Purpose
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Fine-tune `meta-llama/Llama-3.2-1B` on instructions with **low entropy** among the high-IFD group.
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These instructions tend to be **short, simple, and repetitive**.
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## ๐ Dataset
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- `alpaca2000_entropy_low.csv`
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- From `alpaca2000.csv` (IFD ์์ 30%)
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- instruction entropy ํ์ 30% ์ถ์ถ (์ฝ 180๊ฐ)
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## โ๏ธ Training Config
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- Model: `meta-llama/Llama-3.2-1B`
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- Precision: `bf16` or `float32`
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- Epochs: 3
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- Max length: 2048
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- Output: `output/llama_entropy_low`
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## ๐งช Goal
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Measure whether **simpler instructions** lead to better model learning by reducing prompt complexity.
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