SymbioticLab / OobleckLinks
A resilient distributed training framework
☆96Updated last year
Alternatives and similar repositories for Oobleck
Users that are interested in Oobleck are comparing it to the libraries listed below
Sorting:
- ☆81Updated 2 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆228Updated 5 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆134Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- Dynamic resources changes for multi-dimensional parallelism training☆30Updated 4 months ago
- A framework for generating realistic LLM serving workloads☆94Updated 3 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆34Updated last year
- Stateful LLM Serving☆93Updated 10 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Updated 3 years ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆206Updated last year
- An experimental parallel training platform☆56Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆158Updated last month
- ☆130Updated last year
- Compiler for Dynamic Neural Networks☆45Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆48Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆123Updated 3 months ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆69Updated 9 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93Updated 2 years ago
- ☆29Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆22Updated last year
- ☆77Updated 4 years ago
- ☆79Updated 3 years ago
- This repository is established to store personal notes and annotated papers during daily research.☆173Updated this week
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 3 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…☆282Updated 10 months ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Updated 4 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆57Updated 5 months ago
- ☆56Updated 4 years ago