diff --git a/README.md b/README.md
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@@ -49,9 +49,13 @@ Excited to introduce **DeepEP** - the first open-source EP communication library
 Introducing DeepGEMM - an FP8 GEMM library that supports both dense and MoE GEMMs, powering V3/R1 training and inference.
 
 ⚡ Up to 1350+ FP8 TFLOPS on Hopper GPUs
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 ✅ No heavy dependency, as clean as a tutorial
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 ✅ Fully Just-In-Time compiled
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 ✅ Core logic at ~300 lines - yet outperforms expert-tuned kernels across most matrix sizes
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 ✅ Supports dense layout and two MoE layouts
 
 🔗 GitHub: https://github.com/deepseek-ai/DeepGEMM