https://github.com/alpa-projects/mms
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
Science Score: 13.0%
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○CITATION.cff file
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✓codemeta.json file
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○.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (2.9%) to scientific vocabulary
Last synced: 9 months ago
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Repository
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
Basic Info
Statistics
- Stars: 84
- Watchers: 5
- Forks: 15
- Open Issues: 2
- Releases: 0
Created over 3 years ago
· Last pushed almost 3 years ago
Metadata Files
Readme
README.md
AlpaServe
Repo of alpa's multi-model serving system.
This is the official implementation of our OSDI'23 paper: AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving.
To reproduce all the main results in our paper, please check the artifact folder and follow the instructions in it.
Owner
- Name: Alpa
- Login: alpa-projects
- Kind: organization
- Location: United States of America
- Repositories: 3
- Profile: https://github.com/alpa-projects
Distributed training of large-scale deep learning models
GitHub Events
Total
- Watch event: 8
- Issue comment event: 3
- Fork event: 2
Last Year
- Watch event: 8
- Issue comment event: 3
- Fork event: 2
Issues and Pull Requests
Last synced: over 1 year ago
All Time
- Total issues: 9
- Total pull requests: 157
- Average time to close issues: about 2 months
- Average time to close pull requests: 1 day
- Total issue authors: 5
- Total pull request authors: 5
- Average comments per issue: 2.11
- Average comments per pull request: 0.16
- Merged pull requests: 150
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- merrymercy (3)
- SeungsuBaek (1)
- NaphJohn (1)
- PKUFlyingPig (1)
- Ying1123 (1)
Pull Request Authors
- merrymercy (39)
- PKUFlyingPig (25)
- zhisbug (14)
- Ying1123 (8)
- zhuohan123 (7)
- Kevin-Zhang-SYSU (1)