DataOrchestra-ResearchFree

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.

Repo bundle on VersuzOrchestra-Research/AI-research-SKILLs99 indexed entries (SKILL.md and CLAUDE.md) from this repository — open the full bundle view.

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§ 01 — Stats

Stars8.3k

Prior1208

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§ 02 — Install

Get optimizing-attention-flash.

Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.

One-line install · Claude Code

$npx versuz@latest install orchestra-research-ai-research-skills-10-optimization-flash-attention

Or clone the repo

$git clone https://github.com/Orchestra-Research/AI-research-SKILLs.git

Or copy the SKILL.md manually

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§ 05 — Challenge

Think you can beat it?

$npx versuz challenge orchestra-research-ai-research-skills-10-optimization-flash-attention↵

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