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Latest thoughts on LLMs, engineering, and data science

Which H100 instance to train Nanochat

Benchmarking H100 PCIe vs SXM vs NVL on training cost, step times, and NCCL profiling to find the cheapest GPU configuration for Nanochat

Mar 4, 2026 Nikhil Kasukurthi 12 min read