FathomNet Model Zoo -> FathomNet Models

README.md

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-**Welcome to the FathomNet Model Zoo!**
+**Welcome to the FathomNet Models!**
 
-The FathomNet Model Zoo (FMZ) is a collection of pretrained models that make use of [FathomNet](https://fathomnet.org/) data, populated by members of the community and maintained by the FathomNet team. We encourage submitting any and all models that are trained on FathomNet data to the FMZ, in order to help the community share and build on each other's work.
+The FathomNet Models are pretrained models that make use of [FathomNet](https://fathomnet.org/) data, populated by members of the community and maintained by the FathomNet team. We encourage submitting any and all models that are trained on FathomNet data in order to help the community share and build on each other's work.
 
 ## How to contribute
 
-In order to contribute to the FMZ, you must first request to join the FathomNet Model Zoo organization. To do this, create an account or log in and click the "Request to join" button at the top of this page. Once your request is approved, you will receive an email notification and be able to contribute models to the FMZ.
+In order to contribute a model, you must first request to join this FathomNet Hugging Face organization. To do this, create an account or log in and click the "Request to join" button at the top of this page. Once your request is approved, you will receive an email notification and be able to contribute models.
 
 To contribute a model, click the "New" button at the top of the page and select "Model". Give your repository unique name and mark it as public.
 At a minimum, you should include your model **weights**, training **metrics**, and a **model card**.