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initial push: A+D (hard BCE + flip-margin + LoRA) seed 0 (macro_f1=0.8544)
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6c2bdd42db64ce837a745628c3671d01fe145c59d7e0e4a4d35df585754d9e72
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9b371948363473d3c20d220aa3dfa01b55684fb3cd4af28ef17c6a7305d18973

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