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We introduce a mechanism that improves LLM-agent execution: keeping four-byte, GPU-computed control-path routing decisions on-device, avoiding a round-trip to host memory for redispatch. It is faster than host-dispatch in all 36 placements x mechanisms settings in our benchmark across four named GPUs with row-median sp...
FlavourBench, an automated benchmark in which a versioned culinary system supplies dense, executable ground truth, is introduced, an automated benchmark in which a versioned culinary system supplies dense, executable ground truth.
FlavourBench is introduced, which instead compiles dense answer maps from a versioned culinary environment and remains similar under alternative metrics, task filters, family weights, and three public Epicure checkpoints.
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