Hugging Face BlogArticle
Profiling in PyTorch (Part 3): Attention is all you profile
This is solid practitioner content for anyone optimizing inference or training pipelines, focused on where attention computation actually burns cycles. If you're debugging throughput on custom transformer stacks, this is worth the read; if you're just consuming APIs, skip it.