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    Yoav Goldberg Flags Millions of Reasoning Tokens per Game

    NLP researcher Yoav Goldberg flags high token counts in an AI game setup.

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    1 Source, 27d ago, first seen 27d ago

    TLDR

    Yoav Goldberg posted that the cheapest run of a setup used around six to seven million tokens per game, calling the volume of reasoning tokens substantial. He suggested the model was likely trained directly in that environment. Goldberg also noted interest in comparing no-reasoning versus low-reasoning performance on the standard harness. The post includes a table image with columns for reasoning effort and harness types.

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    1 Source, first seen 27d ago

    Combined views

    2.7K

    1 Source, first seen 27d ago

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    1 Source

    @yoavgo~6-7 million tokens per game for the cheapest run is quite a lot. many many reasoning tokens. def trained directly on such an env (no reasoning vs low reasoning on the standard harness also interesting)

    1 Source

    @yoavgo~6-7 million tokens per game for the cheapest run is quite a lot. many many reasoning tokens. def trained directly on such an env (no reasoning vs low reasoning on the standard harness also interesting)