SamsungLabs / Metis
[ATC '24] Metis: Fast automatic distributed training on heterogeneous GPUs (https://www.usenix.org/conference/atc24/presentation/um)
☆25Updated 4 months ago
Alternatives and similar repositories for Metis:
Users that are interested in Metis are comparing it to the libraries listed below
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆22Updated 10 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆153Updated 5 months ago
- ☆15Updated 11 months ago
- ☆90Updated 4 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆129Updated last month
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆73Updated this week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- ☆69Updated 3 years ago
- nnScaler: Compiling DNN models for Parallel Training☆103Updated last month
- This repository is established to store personal notes and annotated papers during daily research.☆115Updated this week
- LLM serving cluster simulator☆94Updated 10 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆112Updated last year
- A resilient distributed training framework☆90Updated 11 months ago
- Dynamic resources changes for multi-dimensional parallelism training☆24Updated 4 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 9 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆235Updated 2 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆325Updated last month
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- High performance Transformer implementation in C++.☆109Updated 2 months ago
- Curated collection of papers in MoE model inference☆110Updated last month
- ☆81Updated 2 years ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆116Updated 8 months ago
- Curated collection of papers in machine learning systems☆264Updated 3 weeks ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- ☆72Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- An experimental parallel training platform☆54Updated 11 months ago
- ☆53Updated 9 months ago