xlite-dev

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1. LeetCUDA LeetCUDA Public

   Open-source book with Modern CUDA Learn Notes for Beginners, includes FP16/BF16, FP8, HGEMM, FlashAttention, CuTe, etc.

   Cuda 12k 1.3k

2. lite.ai.toolkit lite.ai.toolkit Public

   A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.

   C++ 4.4k 786

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

   📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

   Python 5.5k 437

4. Awesome-DiT-Inference Awesome-DiT-Inference Public

   📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉

   Python 592 29

5. ffpa-attn ffpa-attn Public

   Kernel Library for Large Headdim Attention (64~1024, BF16/FP8/FP4), 1.5x~15x↑ vs PyTorch SDPA.

   Python 334 27

6. lihang-notes lihang-notes Public

   📚《统计学习方法-李航: 笔记》 200页PDF，包含详细的公式细节讲解以及R语言实现 🎉

   TeX 510 62