PyTorch native quantization and sparsity for training and inference
☆2,825May 15, 2026Updated this week
Alternatives and similar repositories for ao
Users that are interested in ao 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 PyTorch native platform for training generative AI models☆5,339Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,340Updated this week
- PyTorch native post-training library☆5,754Updated this week
- A pytorch quantization backend for optimum☆1,038Apr 2, 2026Updated last month
- Tile primitives for speedy kernels☆3,360May 11, 2026Updated last week
- 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.
- FlashInfer: Kernel Library for LLM Serving☆5,621Updated this week
- Efficient Triton Kernels for LLM Training☆6,350May 11, 2026Updated last week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,076Sep 4, 2024Updated last year
- Development repository for the Triton language and compiler☆19,184Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,197May 8, 2026Updated last week
- Fast low-bit matmul kernels in Triton☆454Updated this week
- Minimalistic large language model 3D-parallelism training☆2,690Apr 7, 2026Updated last month
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,205Aug 22, 2025Updated 8 months ago
- Fast and memory-efficient exact attention☆23,736May 11, 2026Updated last week
- 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.
- This repository contains the experimental PyTorch native float8 training UX☆226Aug 1, 2024Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,455Apr 21, 2026Updated 3 weeks ago
- 🚀 Efficient implementations for emerging model architectures☆5,076May 11, 2026Updated last week
- Helpful tools and examples for working with flex-attention☆1,187Apr 13, 2026Updated last month
- A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…☆2,676Updated this week
- Applied AI experiments and examples for PyTorch☆321Aug 22, 2025Updated 8 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆938Feb 26, 2026Updated 2 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,217Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,669Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SGLang is a high-performance serving framework for large language models and multimodal models.☆27,836Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,731Updated this week
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,458Apr 27, 2026Updated 3 weeks ago
- Ring attention implementation with flash attention☆1,018Sep 10, 2025Updated 8 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,536Jul 17, 2025Updated 10 months ago
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆804Oct 13, 2025Updated 7 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆838Mar 6, 2025Updated last year
- End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).☆396Jan 8, 2026Updated 4 months ago
- Material for gpu-mode lectures☆6,080May 9, 2026Updated last week
- 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.
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆600Aug 12, 2025Updated 9 months ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆762Aug 6, 2025Updated 9 months ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,077Apr 17, 2024Updated 2 years ago
- On-device AI across mobile, embedded and edge for PyTorch☆4,622Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,426Apr 22, 2026Updated 3 weeks ago
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated last year
- Microsoft Automatic Mixed Precision Library☆636Dec 1, 2025Updated 5 months ago