Skip to content

[Data Point] Captured Catastrophic Loop Failure of Gemini 1.5 Pro in Chatbot Arena #3749

@dmprotocolai

Description

@dmprotocolai

Hello LMSys Team,

First, thank you for providing the Chatbot Arena as an invaluable public research tool.
While conducting long-form narrative stress tests on your platform, I was able to capture a pristine example of a catastrophic repetitive loop failure in the Gemini 1.5 Pro model. The failure was so severe that it generated a 53-page document of nonsensical, looping text.
I believe this log represents a valuable, real-world data point on model degradation under sustained creative load and may be useful for your comparative model analysis.

The full, unabridged chat log is available here: [Link to Google Drive]

As a result of this and other findings, I developed an open-source framework to mitigate these failures, which can be found here: [Link to GitHub repo]

I hope this data is a useful contribution to your excellent research.

Best regards,
“The Dungeon Master Protocol Project"
@dmprotocol.ai - X

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions