James Liu works on efficient machine learning systems as a member of technical staff at Anthropic. He previously researched at Together AI and co-authored TEAL and BitDelta, focusing on hardware-aware inference methods.

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James Liu works on efficient machine learning systems as a member of technical staff at Anthropic. He previously researched at Together AI and co-authored TEAL and BitDelta, focusing on hardware-aware inference methods.

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TEAL: Training-Free Activation Sparsity

James Liu and collaborators’ open-source method and evaluation tools for training-free activation sparsity in large language models.

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