https://github.com/laion-ai/gif
General / Global Inference Framework
https://github.com/laion-ai/gif
Last synced: 4 months ago
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General / Global Inference Framework
- Host: GitHub
- URL: https://github.com/laion-ai/gif
- Owner: LAION-AI
- Created: 2022-11-19T18:41:10.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-11-20T22:19:57.000Z (over 3 years ago)
- Last Synced: 2025-09-08T19:34:54.744Z (10 months ago)
- Language: Python
- Size: 7.81 KB
- Stars: 3
- Watchers: 4
- Forks: 1
- Open Issues: 5
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Metadata Files:
- Readme: README.md
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README
# GIF
General / Global Inference Framework
## Outline
- 1. Define models you want to use including preprocessors
- 2. Select input format (e.g., webdataest)
- 3. Run distributed inference (including multinode / sbatch support)
- 4. Save to parquets / upload to S3
## Quickguide
Currently, only WebDataset format as input is supported.
- 1. git clone this repository
- 2. set your configuration in config.py
- 3. python3 main.py