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grep -l @rtx 3080 ti /news/*.json | wc -l → 1

RTX 3080 Ti

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00:02
2026-08-10
martinkristiansen.com
machine-learning

Optimizing a GPT-2-Class Transformer on a GPU

A developer's optimization campaign on an RTX 3080 Ti cut a GPT-2-small-class transformer's forward pass from 78.2ms to 1.60ms, a 49× speedup, beating torch.compile's 1.72ms and reaching 136,000 token…

// co-occurs with top 4 entities
GPT-2 1 cuBLAS 1 torch.compile 1 CUDA 1
// topics top 3 topics
machine learning 1 ai infrastructure 1 developer tools 1