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ETC slashes migration latency by up to 6.37 times, transforming how LLMs adapt to dynamic resource environments.
Training long-context sparse attention models doesn't have to be a slow, imbalanced mess: SparseBalance achieves 1.33x speedup while *improving* accuracy.