An experimental parallel training platform
☆57Mar 25, 2024Updated 2 years ago
Alternatives and similar repositories for SuperScaler
Users that are interested in SuperScaler are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Nov 4, 2022Updated 3 years ago
- nnScaler: Compiling DNN models for Parallel Training☆128Apr 8, 2026Updated 3 weeks ago
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- ☆78May 4, 2021Updated 4 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Dec 11, 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.
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago
- ☆84Dec 2, 2022Updated 3 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Dec 11, 2020Updated 5 years ago
- Synthesizer for optimal collective communication algorithms☆123Apr 8, 2024Updated 2 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32May 15, 2024Updated last year
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆335Dec 13, 2025Updated 4 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆214Sep 21, 2024Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Dec 8, 2023Updated 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.
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- DELTA-pytorch：DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated 2 years ago
- ☆21Aug 18, 2022Updated 3 years ago
- A schedule language for large model training☆152Aug 21, 2025Updated 8 months ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆271Mar 31, 2023Updated 3 years ago
- A GPU-driven system framework for scalable AI applications☆126Apr 7, 2026Updated 3 weeks ago
- A resilient distributed training framework☆99Apr 11, 2024Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- ☆12Apr 30, 2024Updated 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.
- A baseline repository of Auto-Parallelism in Training Neural Networks☆147Jun 25, 2022Updated 3 years ago
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127May 9, 2022Updated 3 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Jun 5, 2024Updated last year
- Matrix multiplication on GPUs for matrices stored on a CPU. Similar to cublasXt, but ported to both NVIDIA and AMD GPUs.☆32Apr 2, 2025Updated last year
- [VLDB 26, NeurIPS 25] Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆135Feb 22, 2026Updated 2 months ago
- libsmctrl论文的复现，添加了python端接口，可以在python端灵活调用接口来分配计算资源☆12May 21, 2024Updated last year
- Samples for partner application development (OEM, MO, IHV) for Window☆18Jun 12, 2023Updated 2 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Sep 18, 2020Updated 5 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.
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆986Apr 11, 2026Updated 2 weeks ago
- ☆52Dec 13, 2022Updated 3 years ago
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆56Aug 6, 2025Updated 8 months ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆13Nov 23, 2024Updated last year
- ☆144Jan 30, 2025Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆56May 10, 2024Updated last year
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago