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1. xlite-dev/lite.ai.toolkit xlite-dev/lite.ai.toolkit Public

   🛠 A lite C++ toolkit: contains 100+ Awesome AI models, support MNN, NCNN, TNN, ONNXRuntime and TensorRT. 🎉🎉

   C++ 4k 736

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

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

   Python 42.4k 6.4k

3. xlite-dev/Awesome-LLM-Inference xlite-dev/Awesome-LLM-Inference Public

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

   3.7k 260

4. PaddlePaddle/FastDeploy PaddlePaddle/FastDeploy Public

   ⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end…

   C++ 3.1k 476

5. xlite-dev/CUDA-Learn-Notes xlite-dev/CUDA-Learn-Notes Public

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

   Cuda 3k 308

6. xlite-dev/ffpa-attn-mma xlite-dev/ffpa-attn-mma Public

   📚FFPA(Split-D): Yet another Faster Flash Prefill Attention with O(1) GPU SRAM complexity for headdim > 256, ~2x↑🎉vs SDPA EA.

   Cuda 151 6