Fast low-bit matmul kernels in Triton

GSemSplat: Generalizable Semantic 3D Gaussian Splatting from Uncalibrated Image Pairs

Solve Visual Understanding with Reinforced VLMs

A very simple GRPO implement for reproducing r1-like LLM thinking.

Occam’s LGS: An efficient approach for Language Gaussian Splatting

Explainability for Vision Transformers

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

Official implementation of the paper "LangSplat: 3D Language Gaussian Splatting" [CVPR2024 Highlight]

A curated list for Efficient Large Language Models

🎓Automatically Update LLM inference systems Papers Daily using Github Actions (Update Every 12th hours)

Puzzles for learning Triton, play it with minimal environment configuration!

Efficient Triton Kernels for LLM Training

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

Material for gpu-mode lectures

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

how to optimize some algorithm in cuda.

GPTQ inference Triton kernel

hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.

RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.

FlashInfer: Kernel Library for LLM Serving

A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.

An archive of every iOS wallpaper officially released by Apple

Machine learning compiler based on MLIR for Sophgo TPU.

PLCT实验室的公开演讲，或者决定公开的组内报告

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)