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@@ -20,7 +20,7 @@ license: cc-by-nc-sa-4.0
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  (Noisy + KO + llama = Kosy🍵llama)
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  **Repo Link**
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- Github **KoNEFTune**(not public; wait!): [Kosy🍵llama](https://github.com/Marker-Inc-Korea/KoNEFTune)
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  If you visit our github, you can easily apply **Random_noisy_embedding_fine-tuning**!!
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  **Base Model**
@@ -39,7 +39,7 @@ I use A100 GPU 40GB and COLAB, when trianing.
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  | [Ko-Platypus2-13B](https://huggingface.co/kyujinpy/KO-Platypus2-13B) | 45.60 | 44.20 | 54.31 | 42.47 | 44.41 | 42.62 |
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  | *NEFT(🍵kosy)+MLP-v1 | 43.64 | 43.94 | 53.88 | 42.68 | 43.46 | 34.24 |
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  | *NEFT(🍵kosy)+MLP-v2 | 45.45 | 44.20 | 54.56 | 42.60 | 42.68 | 42.98 |
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- | ***NEFT(🍵kosy)+MLP-v3** | 46.31 | 43.34 | 54.54 | 43.38 | 44.11 | 46.16 |
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  | NEFT(🍵kosy)+Attention | 44.92 |42.92 | 54.48 | 42.99 | 43.00 | 41.20 |
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  | NEFT(🍵kosy) | 45.08 | 43.09 | 53.61 | 41.06 | 43.47 | 43.21 |
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  > *Different Hyperparameters such that learning_rate, batch_size, epoch, etc...
 
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  (Noisy + KO + llama = Kosy🍵llama)
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  **Repo Link**
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+ Github **KoNEFTune**: [Kosy🍵llama](https://github.com/Marker-Inc-Korea/KoNEFTune)
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  If you visit our github, you can easily apply **Random_noisy_embedding_fine-tuning**!!
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  **Base Model**
 
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  | [Ko-Platypus2-13B](https://huggingface.co/kyujinpy/KO-Platypus2-13B) | 45.60 | 44.20 | 54.31 | 42.47 | 44.41 | 42.62 |
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  | *NEFT(🍵kosy)+MLP-v1 | 43.64 | 43.94 | 53.88 | 42.68 | 43.46 | 34.24 |
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  | *NEFT(🍵kosy)+MLP-v2 | 45.45 | 44.20 | 54.56 | 42.60 | 42.68 | 42.98 |
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+ | [***NEFT(🍵kosy)+MLP-v3**](https://huggingface.co/kyujinpy/Kosy-platypus2-13B-v3) | 46.31 | 43.34 | 54.54 | 43.38 | 44.11 | 46.16 |
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  | NEFT(🍵kosy)+Attention | 44.92 |42.92 | 54.48 | 42.99 | 43.00 | 41.20 |
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  | NEFT(🍵kosy) | 45.08 | 43.09 | 53.61 | 41.06 | 43.47 | 43.21 |
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  > *Different Hyperparameters such that learning_rate, batch_size, epoch, etc...