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    <title>Fine-Tuning on Necati Demir</title>
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      <title>I Tested Laya After the Jev Announcement. Then I Fine-Tuned It.</title>
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      <description>Testing and fine-tuning Laya after the Jev announcement, with a complete reproduction script and an analysis of accuracy, macro F1, and hate-speech recall.</description>
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