Individual skill

optimizing-attention-flash

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.

tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/optimization-flash-attention/SKILL.md

Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8

What was checked

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Observed behavior

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Last checked

Nov 8, 2026

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