Nov 24, 2025 · 6 min read · https://arxiv.org/abs/2511.11733 The Latency Wall In centralized inference, speed is mostly a function of compute. You optimize by saturating HBM bandwidth, fusing kernels, and keeping GPUs close to their roofline. In decentralized inference, where...
Join discussionAug 1, 2025 · 47 min read · Welcome to a deep dive into one of the most critical and fascinating areas of AI Engineering: Inference Optimization. While building powerful models is one part of the equation, making them run efficiently—faster, cheaper, and at scale—is what makes ...
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Dec 20, 2024 · 8 min read · With the rapid advancement of artificial intelligence(AI), large language models (LLMs) have emerged as a cornerstone of natural language processing (NLP). These models demonstrate remarkable capabilities in language generation and understanding, mak...
Join discussionNov 24, 2024 · 4 min read · Arxiv: https://arxiv.org/abs/2411.11925v1 PDF: https://arxiv.org/pdf/2411.11925v1.pdf Authors: Shiming Xiang, Fei Li, Qi Yang, Kun Ding, Robert Zhang, Zili Wang Published: 2024-11-18 Introduction: Enhancing Autoregressive Image Generation Autoregres...
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