Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.
☆25Nov 22, 2023Updated 2 years ago
Alternatives and similar repositories for saturn
Users that are interested in saturn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear spe…☆22Aug 13, 2023Updated 3 years ago
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- A study of the downstream instability of word embeddings☆12Aug 23, 2022Updated 4 years ago
- Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"☆10Mar 31, 2022Updated 4 years ago
- Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies)…☆29Oct 12, 2021Updated 4 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 Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- ☆17Apr 16, 2026Updated 5 months ago
- ☆14Jan 12, 2022Updated 4 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- ☆13Nov 18, 2024Updated last year
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Jun 22, 2020Updated 6 years ago
- ☆23Jan 7, 2022Updated 4 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆293Jun 30, 2026Updated 2 months ago
- Source code for QuickSel (SIGMOD 2020)☆19Jul 12, 2025Updated last year
- 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.
- ☆30Aug 31, 2022Updated 4 years ago
- Network Contention-Aware Cluster Scheduling with Reinforcement Learning (IEEE ICPADS'23)☆20Jul 8, 2025Updated last year
- Surrogate-based Hyperparameter Tuning System☆30Jun 29, 2023Updated 3 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆41Jul 6, 2023Updated 3 years ago
- ☆28May 2, 2023Updated 3 years ago
- ☆27Aug 31, 2023Updated 3 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- ☆23Apr 16, 2026Updated 5 months ago
- ☆38Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆10Mar 8, 2025Updated last year
- An experimental parallel training platform☆57Mar 25, 2024Updated 2 years ago
- ☆17Jul 1, 2026Updated 2 months ago
- Clustering & Time Series Forecasting of Milan's Telecommunication data☆19Feb 15, 2023Updated 3 years ago
- MISO: Exploiting Multi-Instance GPU Capability on Multi-Tenant GPU Clusters☆21Apr 21, 2023Updated 3 years ago
- ☆19Jun 3, 2023Updated 3 years ago
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆24Apr 13, 2026Updated 5 months ago
- HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)☆12Jan 25, 2021Updated 5 years ago
- ☆13Dec 9, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Source code for Jellyfish, a soft real-time inference serving system☆15Dec 20, 2022Updated 3 years ago
- On-device AI/LLM comm system | Pre-trained LLM integrated with 5G-NR PHY | Fine-tuned BART on noisy 3GPP CDL channels | 50 % compression …☆25May 26, 2024Updated 2 years ago
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆13Jun 27, 2024Updated 2 years ago
- Inference framework for MoE layers based on TensorRT with Python binding☆40May 31, 2021Updated 5 years ago
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 3 years ago
- [CF ’20] Verified Instruction-Level Energy Consumption Measurement for NVIDIA GPUs☆15Dec 11, 2020Updated 5 years ago
- Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker☆26May 24, 2022Updated 4 years ago