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Deepseek V4 Pro 0813 is the most unreliable model I have tried, it works on pass@3 shockingly well you can get it to match Sol or Fable perhaps in task done, but it's horrendous at pass@1 very prone to going wrong and doing horribly at most benches.

I am not sure what it is buy I suspect it might be GRPO.



Could you try setting the temperature very low e.g. 0.0?




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