Sharing models with the community

HuggingFace provides a very easy-to-use model-sharing mechanism:

1. You can simply use the following cli tool to log in:

   Transformers-cli login

2. After you've logged in using your own credentials, you can create a repository:

   Transformers-cli repo create a-fancy-model-name

3. You can put any model name for the a-fancy-model-name parameter and then it is essential to make sure you have git-lfs:

   git lfs install

   Git LFS is a Git extension used for handling large files. HuggingFace pretrained models are usually large files that require extra libraries such as LFS to be handled by Git.

4. Then you can clone the repository you have just created:

   git clone https://huggingface.co/username/a-fancy-model-name

5. Afterward, you can add and remove from the repository as you like, and then, just like Git usage, you have to run the following command:

   git add . && git commit -m "Update from $USER"
   git push

Autoencoding models rely...