High-performance, light-weight C++ LLM and VLM Inference Software for Physical AI
☆482Jul 3, 2026Updated 3 weeks ago
Alternatives and similar repositories for TensorRT-Edge-LLM
Users that are interested in TensorRT-Edge-LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆3,296Updated this week
- FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is prod…☆449Updated this week
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 6 months ago
- A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, …☆1,853Updated this week
- 边缘端大模型高效推理引擎☆31Jun 1, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An Optimizer for Nvidia Compilers.☆110Jul 3, 2026Updated 2 weeks ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,184Updated this week
- Skills for writing tilelang and debugging with CUDA toolkits.☆133May 20, 2026Updated 2 months ago
- High Performance LLM Inference Operator Library☆1,062Updated this week
- BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).☆578Nov 20, 2023Updated 2 years ago
- Some funny cute/cuteDSL code snippets☆33Mar 2, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,014Updated this week
- NVIDIA Alpamayo 1 Nano is an open 10B reasoning VLA model for autonomous vehicles that pairs driving trajectories with Chain-of-Causation…☆1,932Updated this week
- ☆767Jun 2, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- GitHub repo for Jetson AI Lab☆191Updated this week
- Deep insight tensorrt, including but not limited to qat, ptq, plugin, triton_inference, cuda☆24Jul 2, 2026Updated 3 weeks ago
- End2EndPerception deployment solution based on vision sparse transformer paradigm is open sourced.☆188Jan 12, 2025Updated last year
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆16Oct 11, 2024Updated last year
- ☆57Jan 5, 2026Updated 6 months ago
- A CUDA kernel optimization toolkit for validation, benchmarking, Nsight Compute profiling, bottleneck analysis, and iterative tuning. It …☆191Apr 22, 2026Updated 3 months ago
- Open ABI and FFI for Machine Learning Systems☆435Updated this week
- NVIDIA DLA-SW, the recipes and tools for running deep learning workloads on NVIDIA DLA cores for inference applications.☆234Jun 10, 2024Updated 2 years ago
- LLM Inference via Triton (Flexible & Modular): Focused on Kernel Optimization using CUBIN binaries, Starting from gpt-oss Model☆119Apr 28, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- cuTile is a programming model for writing parallel kernels for NVIDIA GPUs☆2,121Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,119Updated this week
- ☆26Feb 27, 2026Updated 4 months ago
- NVIDIA Alpamayo 1.5 Nano is an open 10B reasoning VLA model for autonomous vehicles with reinforcement-learning enhanced reasoning, navig…☆340Updated this week
- ☆52May 19, 2025Updated last year
- VLA model of NVIDIA’s Alpamayo 1 and Alpamayo1.5, Add visualization, fine-tuning, RL fine-tuning, consistency training.☆24Mar 22, 2026Updated 4 months ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,441Updated this week
- 🤖FFPA: Extends FA-2/3 via Split-D for large headdims, 1.5x~6×↑🎉 vs SDPA, up to 513~535 TFLOPS🎉 on NVIDIA H200.☆316Updated this week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,614Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,576Updated this week
- CPM.cu is a lightweight, high-performance CUDA implementation for LLMs, optimized for end-device inference and featuring cutting-edge tec…☆239Jan 14, 2026Updated 6 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆157May 10, 2025Updated last year
- ☆157May 24, 2026Updated last month
- NCU-driven iterative optimization workflow for CUDA/CUTLASS/Triton/CuTe DSL kernels.☆23Apr 10, 2026Updated 3 months ago
- TensorRT deploy and PTQ/QAT tools development for FastBEV, total time only need 6.9ms!!!☆312Dec 8, 2023Updated 2 years ago
- CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation☆1,118Jul 8, 2026Updated 2 weeks ago