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Llama Surgery: Continuous Sparsification of Pre-Trained Language Models via Differentiable Ultrametric Topology Injection

Sequel to: Learning to Skip Blocks: Self-Discovered Ultrametric Routing for Hardware-Accelerated Sparse Attention Abstract We present Llama Surgery, a method for injecting learned block-sparse attention topologies into p

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