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@@ -96,7 +96,7 @@ Trained on [GUIrilla-Task](https://huggingface.co/datasets/GUIrilla/GUIrilla-Tas
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  ## Training Procedure
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  * 2 epochs LoRA fine-tuning on 2 × H100 80 GB.
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- * Optimiser – AdamW (β₁ = 0.9, β₂ = 0.95), LR = 2 e-5 with cosine decay and 0.05 warm up ration.
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  ---
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  ## Training Procedure
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  * 2 epochs LoRA fine-tuning on 2 × H100 80 GB.
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+ * Optimiser – AdamW (β₁ = 0.9, β₂ = 0.95), LR = 2 e-5 with cosine decay and 0.05 warm up ratio.
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  ---
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