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johnsanterre.github.io
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3 papers
A multiscale analysis of mean-field transformers in the moderate interaction regime
A multiscale analysis of mean-field transformers in the moderate interaction regime
Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful