Training and serving large-scale neural networks with auto parallelization.
☆3,181Dec 9, 2023Updated 2 years ago
Alternatives and similar repositories for alpa
Users that are interested in alpa are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,898Updated this week
- Ongoing research training transformer models at scale☆17,439Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,358Oct 28, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,446Mar 27, 2024Updated 2 years ago
- PyTorch extensions for high performance and large scale training.☆3,408Apr 26, 2025Updated last year
- 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.
- Development repository for the Triton language and compiler☆19,950Updated this week
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated last year
- Repo for external large-scale work☆6,547Apr 27, 2024Updated 2 years 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…☆3,491Updated this week
- Fast and memory-efficient exact attention☆24,716Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,109Jun 30, 2025Updated last year
- A schedule language for large model training☆153Aug 21, 2025Updated 11 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,939Updated this week
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,769Oct 19, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,168Updated this week
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆1,009Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,726Aug 7, 2026Updated last week
- Accessible large language models via k-bit quantization for PyTorch.☆8,413Updated this week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,586Jan 28, 2026Updated 6 months ago
- Zero Bubble Pipeline Parallelism☆466May 7, 2025Updated last year
- Open Machine Learning Compiler Framework☆13,665Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,078Apr 17, 2024Updated 2 years ago
- 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.
- Distributed Compiler based on Triton for Parallel Systems☆1,518Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,226Updated this week
- A baseline repository of Auto-Parallelism in Training Neural Networks☆145Jun 25, 2022Updated 4 years ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,546Aug 7, 2026Updated last week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,753Jan 8, 2024Updated 2 years ago
- An open-source efficient deep learning framework/compiler, written in python.☆744Sep 4, 2025Updated 11 months ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆932Dec 30, 2024Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,172May 8, 2024Updated 2 years ago
- The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build cu…☆10,498Updated this 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.
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,259Aug 14, 2025Updated last year
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,258Updated this week
- Large Language Model Text Generation Inference☆10,886Mar 21, 2026Updated 4 months ago
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,353Aug 28, 2025Updated 11 months ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆43,520Updated this week
- ☆1,587Mar 25, 2026Updated 4 months ago