A curated list of awesome projects and papers for distributed training or inference
☆273Oct 8, 2024Updated last year
Alternatives and similar repositories for awesome-distributed-ml
Users that are interested in awesome-distributed-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation☆20Jun 11, 2025Updated 10 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆81Nov 19, 2024Updated last year
- A baseline repository of Auto-Parallelism in Training Neural Networks☆147Jun 25, 2022Updated 3 years ago
- Performance benchmarking with ColossalAI☆39Jul 6, 2022Updated 3 years ago
- ☆325Jan 22, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆80Mar 7, 2022Updated 4 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25May 12, 2025Updated 11 months ago
- A GPU-driven system framework for scalable AI applications☆126Apr 7, 2026Updated last week
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆59Aug 21, 2024Updated last year
- Curated collection of papers in machine learning systems☆539Feb 7, 2026Updated 2 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆125Nov 27, 2024Updated last year
- paper and its code for AI System☆357Feb 10, 2026Updated 2 months ago
- ☆30Sep 4, 2023Updated 2 years ago
- NCCL Profiling Kit☆152Jul 1, 2024Updated last year
- 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.
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆3,864Jul 25, 2025Updated 8 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,187Dec 9, 2023Updated 2 years ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆282Mar 6, 2025Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆162Nov 26, 2025Updated 4 months ago
- A schedule language for large model training☆152Aug 21, 2025Updated 7 months ago
- Python package for rematerialization-aware gradient checkpointing☆27Oct 31, 2023Updated 2 years ago
- ☆635Jan 14, 2026Updated 3 months ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆523Jan 15, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository is established to store personal notes and annotated papers during daily research.☆187Updated this week
- ☆78May 4, 2021Updated 4 years ago
- ☆84Feb 11, 2026Updated 2 months ago
- Torch Frontend for IREE☆26Dec 21, 2023Updated 2 years ago
- Zero Bubble Pipeline Parallelism☆452May 7, 2025Updated 11 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,286Aug 28, 2025Updated 7 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Nov 4, 2022Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- SOTA Learning-augmented Systems☆37May 21, 2022Updated 3 years ago
- 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 simple API to use CUPTI☆10Aug 19, 2025Updated 7 months ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,734Oct 19, 2024Updated last year
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated last year
- ☆41Oct 12, 2020Updated 5 years ago
- This is the (evolving) reading list for the seminar.☆62Nov 4, 2020Updated 5 years ago
- ☆84Dec 2, 2022Updated 3 years ago
- ☆34Jun 22, 2024Updated last year