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Forget small-scale SWE datasets: OpenSWE delivers 45K executable environments for training software engineering agents, unlocking SOTA results and surprising out-of-domain gains.
Subtracting the mean from activations unlocks stable FP4 training for LLMs, closing the performance gap with BF16 without complex spectral methods.