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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++ 4k 736

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

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

   Python 42.2k 6.4k

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

   📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, Flash-Attention, Paged-Attention, MLA, Parallelism, Prefix-Cache, Chunked-Prefill, 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 475

5. CUDA-Learn-Notes 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 2.9k 305

6. ffpa-attn-mma 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 148 6