A baseline repository of Auto-Parallelism in Training Neural Networks
☆145Jun 25, 2022Updated 4 years ago
Alternatives and similar repositories for awesome-Auto-Parallelism
Users that are interested in awesome-Auto-Parallelism are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DELTA-pytorch:DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated 2 years ago
- ☆88Feb 11, 2026Updated 7 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆45Nov 4, 2022Updated 3 years ago
- A curated list of awesome projects and papers for distributed training or inference☆281Oct 8, 2024Updated last year
- ☆12Apr 30, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Training and serving large-scale neural networks with auto parallelization.☆3,178Dec 9, 2023Updated 2 years ago
- paper and its code for AI System☆379May 14, 2026Updated 4 months ago
- An experimental parallel training platform☆57Mar 25, 2024Updated 2 years ago
- A schedule language for large model training☆153Aug 21, 2025Updated last year
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆81Nov 19, 2024Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆247Sep 24, 2023Updated 3 years ago
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆1,041Mar 3, 2026Updated 6 months ago
- play gemm with tvm☆91Jul 22, 2023Updated 3 years ago
- ☆58Apr 30, 2025Updated last year
- 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.
- An IR for efficiently simulating distributed ML computation.☆33Jan 13, 2024Updated 2 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25May 12, 2025Updated last year
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆96Apr 22, 2023Updated 3 years ago
- Synthesizer for optimal collective communication algorithms☆126Apr 8, 2024Updated 2 years ago
- Yat another MySQL storage engine, a database course project.☆13Dec 23, 2022Updated 3 years ago
- ☆14Jan 12, 2022Updated 4 years ago
- Distributed Compiler and Optimized Parallel Kernels☆1,553Sep 18, 2026Updated last week
- Tile-based language built for AI computation across all scales☆192Aug 25, 2026Updated last month
- ☆85Dec 2, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆480Mar 15, 2024Updated 2 years ago
- Reference code for https://arxiv.org/abs/1906.08879☆18Oct 25, 2019Updated 6 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆72Mar 20, 2025Updated last year
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated 2 years ago
- ☆335Jan 22, 2024Updated 2 years ago
- ☆42Oct 12, 2020Updated 5 years ago
- Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm☆219Jul 29, 2026Updated last month
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago
- 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.
- ☆30Sep 4, 2023Updated 3 years ago
- AI and Memory Wall☆228Mar 23, 2024Updated 2 years ago
- a simple API to use CUPTI☆10Aug 19, 2025Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆342Dec 13, 2025Updated 9 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆693Sep 16, 2026Updated last week
- Artifacts for our SIGCOMM'22 paper Muri☆44Dec 29, 2023Updated 2 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,785Oct 19, 2024Updated last year