Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction.
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
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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.
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.copilot/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.cursor/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.claude/skills/optimizing-attention-flash
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.agents/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.gemini/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention .agents/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.openclaw/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.config/opencode/skills/optimizing-attention-flash
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npx -y degit Orchestra-Research/AI-Research-SKILLs/10-optimization/flash-attention ~/.hermes/skills/optimizing-attention-flash
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