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1. lite.ai.toolkit lite.ai.toolkit Public

   🛠 A lite C++ AI toolkit: 100+🎉 models (Stable-Diffusion, FaceFusion, YOLO series, Det, Seg, Matting) with MNN, ORT and TensorRT.

   C++ 4.1k 739

2. LeetCUDA LeetCUDA Public

   📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA/Tensor Cores Kernels, HGEMM, FA-2 MMA etc.🔥

   Cuda 4.2k 451

3. Awesome-LLM-Inference Awesome-LLM-Inference Public

   📚A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism etc.

   Python 4k 277

4. statistic-learning-R-note statistic-learning-R-note Public

   📒统计学习方法-李航: 笔记-从原理到实现, Book, 200-page PDF with detailed explanations of various math formulas, implemented in R.🎉

   Shell 447 55

5. torchlm torchlm Public

   💎A high level pipeline for face landmarks detection: train, eval, inference (Python/C++) and 100+ data augmentations.

   Python 258 24

6. ffpa-attn ffpa-attn Public

   📚FFPA(Split-D): Extend FlashAttention with Split-D for large headdim, O(1) GPU SRAM complexity, 1.8x~3x↑🎉 faster than SDPA EA.

   Cuda 174 7