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解鎖連續批次處理（Continuous Batching）中的非同步機制★ 75
Hugging Face Blog31 days agoReleaseAs the demand for deploying large language models (LLMs) in production environments surges, how to improve inference efficiency and reduce costs has become a…
從第一性原理理解連續批處理（Continuous Batching）★ 80
Hugging Face Blog201 days agoTutorialThis technical blog post from Hugging Face takes a "First Principles" approach to provide a deep analysis of one of the most critical optimization techniques…
併發請求下的 Prefill 與 Decode：優化 LLM 推論效能的關鍵技術★ 82
Hugging Face Blog424 days agoTutorialWhen deploying large language models (LLMs), maintaining low latency and high throughput under high concurrency (concurrent requests) is one of the greatest…