jqhoogland / detecting-phase-transitions

Tools for detecting phase transitions in neural network training dynamics

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Detecting Phase Transitions

Tools for detecting phase transitions in neural network training dynamics.

Some Guidelines

We're going to be working across three timezones, so document your code (or have ChatGPT do it).

Don't reinvent the wheel. Let's use PyTorch (or if there's a majority vote in favor, Jax), WandB, OpenAI Evals, etc.

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Tools for detecting phase transitions in neural network training dynamics


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