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update day 1 - FlashMLA
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README.md
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## 202502 Open-Source Week
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We're a tiny team @deepseek-ai pushing our limits in AGI exploration.
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Starting **next week**, we'll open-source 5 repos – one daily drop – not because we've made grand claims,
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Starting **this week** , Feb 24, 2025 we'll open-source 5 repos – one daily drop – not because we've made grand claims,
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but simply as developers sharing our small-but-sincere progress with full transparency.
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These are humble building blocks of our online service: documented, deployed and battle-tested in production.
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No vaporware, just code that moved our tiny moonshot forward.
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No vaporware, just sincere code that moved our tiny yet ambitious dream forward.
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Why? Because every line shared becomes collective momentum that accelerates the journey.
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Daily unlocks begin soon. No ivory towers - just pure garage-energy and community-driven innovation 🔧
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Stay tuned – let's geek out in the open together.
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### Day0: ???
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### Day 1 - FlashMLA
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**Efficient MLA Decoding Kernel for Hopper GPUs**
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Optimized for variable-length sequences, battle-tested in production
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🔗 <a href="https://github.com/deepseek-ai/FlashMLA"><b>GitHub Repo</b></a>
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✅ BF16 support
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✅ Paged KV cache (block size 64)
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⚡ Performance: 3000 GB/s memory-bound | BF16 580 TFLOPS compute-bound on H800
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### Ongoing Releases...
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## 2024 AI Infrastructure Paper (SC24)
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### Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
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