eth-easl / sailorLinks
AI model training on heterogeneous, geo-distributed resources
☆35Updated 2 months ago
Alternatives and similar repositories for sailor
Users that are interested in sailor are comparing it to the libraries listed below
Sorting:
- ☆51Updated 9 months ago
- ☆85Updated 3 months ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated last year
- ☆16Updated 9 months ago
- High-performance distributed data shuffling (all-to-all) library for MoE training and inference☆112Updated last month
- ☆17Updated last year
- A resilient distributed training framework☆96Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆41Updated 8 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆77Updated 3 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆34Updated last year
- ☆22Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Updated 2 years ago
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆87Updated 2 months ago
- A framework for generating realistic LLM serving workloads☆100Updated 4 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆69Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆135Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆93Updated 2 years ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆209Updated last year
- ☆43Updated last year
- ☆150Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Updated 3 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Updated 5 months ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆28Updated last week
- ☆79Updated 3 years ago
- ☆80Updated 3 weeks ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆92Updated 2 weeks ago
- Artifacts for our SIGCOMM'23 paper Ditto☆15Updated 2 years ago
- Accepted to MLSys 2026☆70Updated 2 weeks ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25Updated 8 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆63Updated 6 months ago