May 2, 2026·1 min read

FlashAttention — Fast and Memory-Efficient Exact Attention

An IO-aware exact attention algorithm that is 2-4x faster than standard attention and uses 5-20x less memory. FlashAttention has become a foundational building block for training and serving modern large language models.

Agent ready

Ready-to-run agent install

This asset can be installed after the agent chooses its runtime, checks the plan, and runs the matching command.

Native · 98/100Policy: allow
Agent surface
Any MCP/CLI agent
Kind
Skill
Install
Single
Trust
Trust: Community
Entrypoint
FlashAttention Overview
Direct install command
npx -y tokrepo@latest install b4c1950f-45df-11f1-9bc6-00163e2b0d79 --target codex

Run after dry-run confirms the install plan.

An IO-aware exact attention algorithm that is 2-4x faster than standard attention and uses 5-20x less memory. FlashAttention has become a foundational building block for training and serving modern large language models.

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