CollaGen: Collaborative Learning Tool for Generative Model

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  • License: Apache Software License
  • Author: Ray
  • Tags Distributed Machine Learning, Federated Learning, Collaborative Learning, LLM, Generative Model, VLM
  • Requires: Python >=3.11
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Project description

CollaGen Framework

Collaborative Generation Framework for Generative Model

Python PyTorch

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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Avatar for madongxi0731 from gravatar.com madongxi0731

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  • License: Apache Software License
  • Author: Ray
  • Tags Distributed Machine Learning, Federated Learning, Collaborative Learning, LLM, Generative Model, VLM
  • Requires: Python >=3.11
Classifiers

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