Code for MLSys 2024 Paper "SiDA-MoE: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models"
☆22Apr 13, 2024Updated 2 years ago
Alternatives and similar repositories for SiDA-MoE
Users that are interested in SiDA-MoE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper-reading notes for Berkeley OS prelim exam.☆14Aug 28, 2024Updated last year
- ☆13Oct 6, 2024Updated last year
- Battleship environment for reinforcement learning tasks☆14Apr 29, 2023Updated 3 years ago
- KDSS is the framework for knowledge distillation from LLMs☆12Nov 5, 2025Updated 8 months ago
- Code Repository for the NeurIPS 2024 Paper "Toward Efficient Inference for Mixture of Experts".☆19Oct 30, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official implementation of CrossPipe: Towards Optimal Pipeline Schedules for Cross-Datacenter Training (ATC '25), built on top of Megatro…☆17Jul 6, 2025Updated last year
- Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams☆15Jul 25, 2024Updated last year
- [AAAI 2026] Official implementation of "FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models". If you find this reposi…☆17May 1, 2026Updated 2 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆16May 6, 2024Updated 2 years ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆321Updated this week
- ☆13Dec 9, 2024Updated last year
- ☆53Dec 26, 2024Updated last year
- Curated collection of papers in MoE model inference☆409Mar 12, 2026Updated 4 months ago
- ☆34Jun 22, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆267Nov 18, 2024Updated last year
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆39Aug 29, 2025Updated 10 months ago
- 2022 USTC 011705 (OSH) Course Project of Runikraft Group☆13Jul 22, 2022Updated 4 years ago
- [ICML‘25] Official code for paper "Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training an…☆13Apr 17, 2025Updated last year
- STREAMer: Benchmarking remote volatile and non-volatile memory bandwidth☆18Aug 21, 2023Updated 2 years ago
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆35Dec 12, 2023Updated 2 years ago
- ☆21May 27, 2025Updated last year
- Official implementation for the paper Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapp…☆14May 20, 2026Updated 2 months ago
- ☆68Updated this week
- 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.
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated last year
- deprecated, use https://github.com/octohelm/piper instead.☆14Sep 3, 2024Updated last year
- Optimizing data-intensive systems in disaggregated data centers☆13Jun 13, 2022Updated 4 years ago
- Debug print operator for cudagraph debugging☆18Aug 2, 2024Updated last year
- ☆32May 28, 2024Updated 2 years ago
- [ATC'25] Katz is a high-performance serving system designed specifically for diffusion model workflows with multiple adapters.☆24May 26, 2025Updated last year
- An LLM inference engine, written in C++☆20Mar 30, 2026Updated 3 months ago
- [ICML 2025] Efficiently Serving Large Multimodal Models Using EPD Disaggregation☆24Jul 11, 2026Updated last week
- Force google.com (aka Google No Country Redirect) when searching in Google Chrome Omnibox☆10Jul 7, 2026Updated 2 weeks 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.
- Google 공식 Rouge Implementation을 한국어에서 사용할 수 있도록 처리☆17Jan 3, 2024Updated 2 years ago
- ☆27Nov 15, 2024Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆69Dec 9, 2024Updated last year
- ☆14Nov 7, 2024Updated last year
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Sep 21, 2023Updated 2 years ago
- Toolkit for Universal Retrieval, such as text retrieval, item recommendation, image retrieval, etc.☆17Sep 15, 2025Updated 10 months ago
- parser for a microsoft .ini format file & java .properties file in golang☆13Jul 8, 2018Updated 8 years ago