CollaGen: Collaborative Learning Tool for Generative Model
Project description
CollaGen Framework
Collaborative Generation Framework for Generative Model
System Environments
Python Dependent Packages
| Packagename | Version | Note |
|---|---|---|
| loguru | 0.7.2 | == to latest |
| pyyaml | 6.0.1 | == to latest |
| wandb | 0.16.4 | == to latest |
| torch | 2.2.1 | == to latest |
| torchvision | 0.17.1 | == to latest |
| datasets | 2.18.0 | == to latest, FLock simulation |
| peft | 0.9.0 | == to latest, FLock simulation |
| flask | 3.0.2 | == to latest, FLock simulation |
| trl | 0.7.11 | == to latest, FLock simulation |
| bitsandbytes | 0.43.0 | == to latest, FLock simulation |
Acknowledgments
We thank the following repos providing helpful components/functions in our work.
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