Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

Fully open reproduction of DeepSeek-R1

CUDA Templates for Linear Algebra Subroutines

tensorrt sahi yolo 目标检测

SGLang is a fast serving framework for large language models and vision language models.

Utilities intended for use with Llama models.

Robust Speech Recognition via Large-Scale Weak Supervision

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Ultralytics YOLO11 🚀

Build portable Linux binaries without using an ancient distro

A full Python implementation for real car surround view system

An easy pattern match tool for the torch.fx.

Llama3 Streaming Chat Sample

The official Meta Llama 3 GitHub site

Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models".

彻底弄懂BP反向传播，15行代码，C++实现也简单，MNIST分类98.29%精度

An onnx-based quantitation tool.

Using pattern matcher in onnx model to match and replace subgraphs.

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

nerf

A new tensorrt integrate. Easy to integrate many tasks

10000 fps 🚀 for 360 Surround-View CUDA Solution

[ICCV 2023] StreamPETR: Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

Sparse4D v1 & v2

[ICCV 2023] Official implementation of the paper "DFA3D: 3D Deformable Attention For 2D-to-3D Feature Lifting"

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation