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Use Qwen3 across the board and install flash-attn using pip

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Switch to Qwen3-Embedding-4B and setup sklearn.model_selection.GroupKFold to sold character mapping, overfitting problem #7

Use Qwen3 across the board and install flash-attn using pip
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