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    GEPA Optimization Raises Molmo Prompt Performance on Microscopy Images

    Researcher reports relative gain from 0.159 to 0.353 but absolute scores stay low.

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    2 Sources, 33d ago, first seen 33d ago

    TLDR

    Lillyguisnet posted that a GEPA-optimized prompt for Molmo lifted performance from 0.159 to 0.353 on microscopy images, described as a 122% increase. Omar Khattab retweeted the observation. The original post noted that perfect agreement would reach 1.0 and that the scores remain far from usable. The author suggested the results may reflect a Molmo limitation with microscopy rather than a prompt issue.

    Combined views

    2.8K

    2 Sources, first seen 33d ago

    Combined views

    2.8K

    2 Sources, first seen 33d ago

    16 likes
    16 likes
    1 comments
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    8 reposts

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    1 comments
    3 saves
    8 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    2 Sources

    @lillyguisnetA Molmo prompt optimized by GEPA increased performance by 122%! Small caveat: The performance increased from 0.159 with the naive prompt to 0.353 with the optimized prompt... but perfect agreement would be 1.0!! We're still very far from a usable program here. Starting to think this is a Molmo limitation with microscopy images... we'll see.
    @lateinteractionRT @lillyguisnet: A Molmo prompt optimized by GEPA increased performance by 122%! Small caveat: The performance increased from 0.159 with…

    2 Sources

    @lillyguisnetA Molmo prompt optimized by GEPA increased performance by 122%! Small caveat: The performance increased from 0.159 with the naive prompt to 0.353 with the optimized prompt... but perfect agreement would be 1.0!! We're still very far from a usable program here. Starting to think this is a Molmo limitation with microscopy images... we'll see.
    @lateinteractionRT @lillyguisnet: A Molmo prompt optimized by GEPA increased performance by 122%! Small caveat: The performance increased from 0.159 with…