awslabs / optimizing-multitask-training-through-dynamic-pipelinesLinks
Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines
☆20Updated last year
Alternatives and similar repositories for optimizing-multitask-training-through-dynamic-pipelines
Users that are interested in optimizing-multitask-training-through-dynamic-pipelines are comparing it to the libraries listed below
Sorting:
- ☆21Updated last year
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆68Updated 8 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- A resilient distributed training framework☆96Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆63Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆31Updated last year
- ☆124Updated last year
- ☆79Updated last month
- nnScaler: Compiling DNN models for Parallel Training☆119Updated 2 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆91Updated 2 years ago
- A lightweight design for computation-communication overlap.☆187Updated last month
- ☆77Updated 4 years ago
- ☆83Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆71Updated last month
- ☆23Updated last year
- Stateful LLM Serving☆88Updated 8 months ago
- ☆25Updated 2 years ago
- High performance Transformer implementation in C++.☆142Updated 10 months ago
- Microsoft Collective Communication Library☆66Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆220Updated 3 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 6 months ago
- An experimental parallel training platform☆56Updated last year
- LLM serving cluster simulator☆120Updated last year
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆35Updated 2 months ago
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆143Updated 2 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆80Updated last year
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆64Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆53Updated 2 years ago
- Dynamic resources changes for multi-dimensional parallelism training☆29Updated 3 months ago