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@@ -27,4 +27,6 @@ Trained using rank-stablized QLoRA with r = 64 and alpha = 5 for one epoch using
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  The following heads were targeted: "q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", "embed_tokens", and "lm_head".
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  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
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  The following heads were targeted: "q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", "embed_tokens", and "lm_head".
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+ I strongly believe that this should achieve better performance than the original, particularly in math and reasoning. Hopefully the MUSR and MATH Lvl 5 evaluations reflect this.
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  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)