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LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms

Cong Feng Zengyin Yang Yongqiang Yang Michael R. Lyu Zhihan Jiang Rui Ren Guangba Yu Yulun Wu Wenwei Gu Yichen Li Yujie Huang

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Arxiv

LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms

Cong Feng Zengyin Yang Yongqiang Yang Michael R. Lyu Zhihan Jiang Rui Ren Guangba Yu Yulun Wu Wenwei Gu Yichen Li Yujie Huang

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Cong Feng,Zengyin Yang,Yongqiang Yang,Michael R. Lyu,Zhihan Jiang,Rui Ren,Guangba Yu,Yulun Wu,Wenwei Gu,Yichen Li,Yujie Huang.LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms[EB/OL].(2025-05-01)[2025-12-13].https://arxiv.org/abs/2505.00342.

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计算技术、计算机技术

首发时间： 2025-05-01

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LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms

LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms

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