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TIM masking scheme uses absolute difference instead of relative difference

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@nrehiew_ proposes using the absolute difference rather than the relative difference in a new TIM masking scheme. Prime Intellect says IcePop collapsed around step 1.2k when trainer-inference KL rose 20×, while IPO trained through, masking about 0.25% of tokens in agentic SWE RL with GLM-4.5-Air.

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@nrehiew_

Interesting new TIM masking scheme. Directly use the absolute difference rather than the relative difference

Cool stuff

Prime Intellect@PrimeIntellect
We tested it in a deliberately hard setting: agentic SWE RL with GLM-4.5-Air • IcePop collapsed around step 1.2k when trainer-inference KL blew up 20× • IPO trained straight through, masking only ~0.25% of tokens
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