Training and serving large-scale neural networks with auto parallelization.
☆3,188Dec 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☆1,881Updated this week
- Ongoing research training transformer models at scale☆16,427Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,370Oct 28, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,414Mar 27, 2024Updated 2 years ago
- PyTorch extensions for high performance and large scale training.☆3,406Apr 26, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Development repository for the Triton language and compiler☆19,246Updated this week
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated last year
- Repo for external large-scale work☆6,549Apr 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…☆3,350Updated this week
- FlashInfer: Kernel Library for LLM Serving☆5,666Updated this week
- Fast and memory-efficient exact attention☆23,917Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,109Jun 30, 2025Updated 10 months ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,001Sep 19, 2024Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,386Updated this 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.
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,752Oct 19, 2024Updated last year
- A schedule language for large model training☆152Aug 21, 2025Updated 9 months ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆991May 13, 2026Updated 2 weeks ago
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,720Apr 9, 2026Updated last month
- Accessible large language models via k-bit quantization for PyTorch.☆8,216May 20, 2026Updated last 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…☆1,585Jan 28, 2026Updated 3 months ago
- Zero Bubble Pipeline Parallelism☆456May 7, 2025Updated last year
- Open Machine Learning Compiler Framework☆13,387Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,077Apr 17, 2024Updated 2 years ago
- 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.
- A baseline repository of Auto-Parallelism in Training Neural Networks☆146Jun 25, 2022Updated 3 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,073Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,749Jan 8, 2024Updated 2 years ago
- Distributed Compiler based on Triton for Parallel Systems☆1,440Apr 22, 2026Updated last month
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,475Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,772Updated this week
- An open-source efficient deep learning framework/compiler, written in python.☆742Sep 4, 2025Updated 8 months ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆926Dec 30, 2024Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,160May 8, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,249Aug 14, 2025Updated 9 months ago
- Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ cl…☆10,027Updated this week
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- Large Language Model Text Generation Inference☆10,856Mar 21, 2026Updated 2 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,137Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,401Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆42,616Updated this week