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

   🛠 A lite C++ toolkit of 100+ Awesome AI models, support ORT, MNN, NCNN, TNN and TensorRT. 🎉🎉

   C++ 3.7k 705

2. vllm-project/vllm vllm-project/vllm Public

   A high-throughput and memory-efficient inference and serving engine for LLMs

   Python 32.5k 5k

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

   📖A curated list of Awesome LLM/VLM Inference Papers with codes, such as FlashAttention, PagedAttention, Parallelism, etc. 🎉🎉

   3.1k 207

4. CUDA-Learn-Notes CUDA-Learn-Notes Public

   📚150+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).

   Cuda 1.8k 181

5. Awesome-Diffusion-Inference Awesome-Diffusion-Inference Public

   📖A curated list of Awesome Diffusion Inference Papers with codes, such as Sampling, Caching, Multi-GPUs, etc. 🎉🎉

   132 6

6. hgemm-tensorcores-mma hgemm-tensorcores-mma Public

   ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA PTX and CuTe API (Write for Fun 👀~)

   Cuda 40