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klntskytoday at 4:38 AM1 replyview on HN

The model is finetuned to enter/leave its thinking mode using special token separators. there's no reason to assume the tool calls induce the same token distribution or produce the model's actual native reasoning trace


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its-summertimetoday at 5:59 AM

We have its actual reasoning traces, and we have these psudotraces, distribution / nativeness is testable now