High-performance, light-weight C++ LLM and VLM Inference Software for Physical AI
☆264Feb 20, 2026Updated last week
Alternatives and similar repositories for TensorRT-Edge-LLM
Users that are interested in TensorRT-Edge-LLM are comparing it to the libraries listed below
Sorting:
- ☆24Oct 10, 2022Updated 3 years ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆79Aug 12, 2024Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆147May 10, 2025Updated 9 months ago
- Python scripts performing Open Vocabulary Object Detection using the YOLO-World model in ONNX. And Export the ONNX model for AXera's NPU☆12Aug 11, 2025Updated 6 months ago
- Writing a CUDA software ray tracing renderer with Analysis-Driven Optimization from scratch: a python-importable, distributed parallel re…☆37Oct 5, 2025Updated 4 months ago
- NVIDIA DLA-SW, the recipes and tools for running deep learning workloads on NVIDIA DLA cores for inference applications.☆227Jun 10, 2024Updated last year
- A composable container for Adaptive ROS 2 Node computations. Select between FPGA, CPU or GPU at run-time.☆12Apr 14, 2022Updated 3 years ago
- Multiple Lidar preprocessor for BEVfusion☆11Aug 25, 2023Updated 2 years ago
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated last month
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆21Feb 9, 2026Updated 3 weeks ago
- deepstream + cuda,yolo26,yolo-master,yolo11,yolov8,sam,transformer, etc.☆36Feb 7, 2026Updated 3 weeks ago
- ☆65Apr 26, 2025Updated 10 months ago
- ☆52Jan 5, 2026Updated last month
- 搜藏的希望的代码片段☆13Jun 6, 2023Updated 2 years ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆73Sep 8, 2024Updated last year
- ☆19Aug 23, 2022Updated 3 years ago
- ☆13Mar 26, 2022Updated 3 years ago
- ☆21Aug 14, 2024Updated last year
- Deploying LLMs offline on the NVIDIA Jetson platform marks the dawn of a new era in embodied intelligence, where devices can function ind…☆107Mar 23, 2024Updated last year
- pruning vision models in torch☆17Dec 5, 2025Updated 2 months ago
- A CUDA kernel for NHWC GroupNorm for PyTorch☆23Nov 15, 2024Updated last year
- 本仓库在OpenVINO推理框架下部署Nanodet检测算法,并重写预处理和后处理部分,具有超高性能!让你在Intel CPU平台上的检测速度起飞! 并基于NNCF和PPQ工具将模型量化(PTQ)至int8精度,推理速度更快!☆16Jun 14, 2023Updated 2 years ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 7 months ago
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆251Feb 13, 2026Updated 2 weeks ago
- Examples of CUDA implementations by Cutlass CuTe☆269Jul 1, 2025Updated 8 months ago
- yolov8pose 瑞芯微 rknn 板端 C++部署。☆37Jan 12, 2024Updated 2 years ago
- Lightweight Python Wrapper for OpenVINO, enabling LLM inference on NPUs☆27Dec 17, 2024Updated last year
- NVIDIA TensorRT Hackathon 2023复赛选题:通义千问Qwen-7B用TensorRT-LLM模型搭建及优化☆43Oct 20, 2023Updated 2 years ago
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆58Aug 12, 2024Updated last year
- ☆20Dec 24, 2024Updated last year
- ☆49Feb 5, 2026Updated 3 weeks ago
- Xmixers: A collection of SOTA efficient token/channel mixers☆28Sep 4, 2025Updated 5 months ago
- study of cutlass☆22Nov 10, 2024Updated last year
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆163Feb 11, 2026Updated 2 weeks ago
- apollo r3.0 感知移植(参考百度开发者套件)☆19Oct 29, 2019Updated 6 years ago
- ☆147Mar 18, 2024Updated last year
- ☆52May 19, 2025Updated 9 months ago
- SGEMM optimization with cuda step by step☆21Mar 23, 2024Updated last year
- TensorRT deploy and PTQ/QAT tools development for FastBEV, total time only need 6.9ms!!!☆294Dec 8, 2023Updated 2 years ago