6 min readDevelopmentFeatured
Running LLM Inference on AMD MI300X: A Field Report
An in-depth look at deploying large language models on AMD's MI300X hardware using ROCm and vLLM, with benchmark results.
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Hardware
Read 2 articles on Hardware by Ashish Srivastava — practical guides covering implementation patterns, security, and production lessons.
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8 min readDevelopmentFeatured
Reading a GPU Spec Sheet: FLOPs, Bandwidth, and What Binds You
Stop guessing which GPU fits your workload. Learn to read spec sheets by understanding the relationship between compute power, memory bandwidth, and arithmetic intensity.
Part 1 · GPU Economics for AI Teams