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cs.LG2026
FlowTrain: Flow-Based Decoupled Training for Industrial-Grade Vision-Language Models
Zhida Jiang, Zhaolong Xing, Yang Pei +14
Industrial-grade distributed training of vision-language models (VLMs) remains far less efficient than that of unimodal LLMs. Existing solutions either follow a monolithic design t…
cs.LG2021
Challenges and Solutions to Build a Data Pipeline to Identify Anomalies in Enterprise System Performance
Xiaobo Huang, Amitabha Banerjee, Chien-Chia Chen +4
We discuss how VMware is solving the following challenges to harness data to operate our ML-based anomaly detection system to detect performance issues in our Software Defined Data…