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Goldfish Loss: Mitigating Memorization in LLMs

Goldfish Loss: Mitigating Memorization in LLMs

updated Oct 31, 2024

This collection contains artifacts from our paper titled: "Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs."

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3

  • Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

    Paper • 2406.10209 • Published Jun 14, 2024 • 8

  • tomg-group-umd/3-goldfish-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 17

  • tomg-group-umd/4-goldfish-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 6

  • tomg-group-umd/8-goldfish-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 8

  • tomg-group-umd/32-goldfish-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 7

  • tomg-group-umd/128-goldfish-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 6

  • tomg-group-umd/standard-loss-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 6

  • tomg-group-umd/control-llama-1B

    Text2Text Generation • Updated Aug 19, 2024 • 6

  • tomg-group-umd/wikipedia-en-2k-samples

    Viewer • Updated Aug 29, 2024 • 4k • 54
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3
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