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What happens when foundation model training goes sideways? At ICML, we asked researchers to share their biggest training failures: what broke, how they debugged it, and the lessons they carried forward.

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If you lead AI research, infra, or product around foundation model training, this is your go-to reference for 2025.
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Neptune has entered into a definitive agreement to be acquired by OpenAI, subject to closing conditions. Check the sunset and transition center.
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Train FM
What happens when foundation model training goes sideways? At ICML, we asked researchers to share their biggest training failures: what broke, how they debugged it, and the lessons they carried forward.

Report
State of Foundation Model Training Report 2025
If you lead AI research, infra, or product around foundation model training, this is your go-to reference for 2025.
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