998 passed Kimi (kimi-k2.5) trajectories (272 from 02-27 + 732 from 03-01) with:
1. reasoning_content → ... tags (Qwen3 native tokens)
2. message_title/description/attachment preserved (real eval params)
3. Tools passed to apply_chat_template for proper formatting
4. 32K context, truncation for long tasks
5. 40 epochs, lr=1e-5, cosine scheduler, 4xH100
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