Create README.md

README.md

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+---
+license: mit
+language:
+- en
+tags:
+- bio
+- infrastructure
+- funding
+- natural language processing
+- BERT
+---
+
+# Biodata Resource Inventory
+
+This repository holds the fine-tuned models used in the biodata resource inventory conducted in 2022 by the
+[Global Biodata Coalition](https://globalbiodata.org/) in collaboration with [Chan Zuckerberg Initiative](https://chanzuckerberg.com/).
+
+## Repository Overview
+
+The fine-tuned models for both the article classification and NER tasks are present, and each has an associated modelcard.
+
+```sh
+.
+├── article_classifier.pt                  # Article classification model checkpoint
+├── article_classifier_modelcard.md        # Model card for article classification model
+├── name_entity_recognition.pt             # NER model checkpoint
+└── name_entity_recognition_modelcard.pt   # Modelcard for NER model
+```
+
+## Associated Code
+
+The associated code, data, and documentation for this project can be found on [GitHub](https://github.com/globalbiodata/inventory_2022/tree/inventory_2022_dev).