SamsungLabs / Metis
[ATC '24] Metis: Fast automatic distributed training on heterogeneous GPUs (https://www.usenix.org/conference/atc24/presentation/um)
☆25Updated 3 months ago
Alternatives and similar repositories for Metis:
Users that are interested in Metis are comparing it to the libraries listed below
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆148Updated 4 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆22Updated 10 months ago
- ☆85Updated 4 months ago
- A resilient distributed training framework☆89Updated 11 months ago
- LLM serving cluster simulator☆93Updated 10 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆112Updated last week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- ☆67Updated 3 years ago
- A low-latency & high-throughput serving engine for LLMs☆319Updated last month
- ☆14Updated 10 months ago
- nnScaler: Compiling DNN models for Parallel Training☆101Updated 3 weeks ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆72Updated last week
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆112Updated 8 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆125Updated last month
- Curated collection of papers in MoE model inference☆93Updated 3 weeks ago
- An experimental parallel training platform☆54Updated 11 months ago
- ☆20Updated 8 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆112Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 9 months ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆230Updated last week
- A baseline repository of Auto-Parallelism in Training Neural Networks☆143Updated 2 years ago
- Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.☆60Updated last year
- Curated collection of papers in machine learning systems☆256Updated last week
- ☆81Updated 2 months ago
- ☆18Updated 9 months ago
- ☆52Updated 9 months ago
- High performance Transformer implementation in C++.☆105Updated last month
- ☆80Updated 2 years ago
- Stateful LLM Serving☆46Updated this week