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A project for downloading pretrained model of huggingface easily

Project description

ai-transformers

A trick for downloading pretrained models from huggingface easily, especially in China.

Because it's hard to download the pretrained models from huggingface, especially in China, here tries to use a trick to solve this problem.

For personal, Aliyun is free to build the docker image, typically, the image building can use the overseas machine to build the docker image. So when the image is built by the overseas machine, it can download the pretrained models from huggingface fastly.

After the image is built, the image can be pull from Aliyun fastly. And then the pretrained models can be take from the docker image.

####TODO:

  • (1) Build a management tools for the models of transformers to categorize the models, and the features also should be including training, finetuning and predict
  • (2) Use the Streamlit to build the UI for the management tools

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