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11L INT6 + Legal Score-First LoRA TTT (rank 8, Adam, 3ep per 32K chunk) #550

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v10: Pure neural (no n-gram eval) + batch optimization + MTP

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11L INT6 + Legal Score-First LoRA TTT (rank 8, Adam, 3ep per 32K chunk) #550

v10: Pure neural (no n-gram eval) + batch optimization + MTP
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