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New ATEST framework optimizes LLM inference by adapting to GPU load and energy costs

Researchers have developed ATEST, a novel framework for adaptive resource-aware test-time scaling in large language model inference. This system addresses the issue of fixed sampling budgets in traditional methods by dy…