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Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.

Python 854 71 Updated Mar 19, 2026

Official inference framework for 1-bit LLMs

Python 36,773 3,196 Updated Mar 10, 2026

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LLVM 708 102 Updated Mar 27, 2026

LLM inference in C/C++

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Official codebase for the MLSys 2026 paper "IntAttention: A Fully Integer Attention Pipeline for Efficient Edge Inference". It enables high-fidelity and high-speed LLM/ViT deployment on ARM CPUs.

Python 2 Updated Mar 9, 2026

C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE, WebAssembly, VSX, RISC-V))

C++ 2,645 298 Updated Mar 27, 2026

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let coding agents use ncu skills analysis cuda program automatically!

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AccelOpt: Self-improving Agents for AI Accelerator Kernel Optimization

Python 31 4 Updated Mar 25, 2026

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人人都能用英语

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An unbiased CPU benchmark by OpenCV that provides an evaluation of different CPUs under real-world computer vision and AI workloads.

Python 8 1 Updated Feb 4, 2026

[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

Cuda 969 89 Updated Feb 25, 2026

A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.

Python 3,795 525 Updated Mar 13, 2026

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

Python 5,202 768 Updated Mar 26, 2026

Light Image Video Generation Inference Framework

Python 2,107 171 Updated Mar 27, 2026

SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation

Python 599 37 Updated Dec 23, 2025

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

PostScript 21,197 2,528 Updated Jun 30, 2025

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Python 3,333 387 Updated Jun 11, 2025

FlagGems is an operator library for large language models implemented in the Triton Language.

Python 933 296 Updated Mar 27, 2026

CUDA & Triton Learning Project: Flash Attention 实现探索

Python 29 5 Updated Aug 14, 2025

LeetGPU Challenges

Python 708 66 Updated Mar 27, 2026

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Python 39,959 7,424 Updated Mar 13, 2026

Simple high-throughput inference library

Python 155 10 Updated May 14, 2025
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