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Cerebras CS-3 crushes CPUs on sparse matrix multiplication, but only up to a point: performance tanks at extreme sparsity levels.
Fine-tuning LLMs in federated settings just got easier: SplitFT lets clients adapt their cut layers and LoRA ranks, boosting performance and slashing communication costs.