Create README.md

README.md

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+# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
+# Doc / guide: https://huggingface.co/docs/hub/model-cards
+{}
+---
+
+# Model Card for Model ID
+
+Finetuned distilbert for classifying ASRS data.
+
+This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is a distilbert-base-uncased fine tuned to classify Aviation Safety Reporting System (ASRS) into 15 different categories. The categories are unlabeled an are based on clustering ASRS anomaly reports. More work would need to be done to add context to the clusters.
+
+
+- **Developed by:** Jeremy Fernsler
+- **Model type:** distilbert classifier
+- **Language(s) (NLP):** English
+- **Finetuned from model [optional]:** distilbert-base-uncased
+
+### Model Sources
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** https://github.com/jfernsler/ASRS_Classifier
+
+## Uses
+
+Classifying Aviation Safety Reporting System narratives into easily identifiable classes.
+
+
+## How to Get Started with the Model
+
+Get some ASRS narratives and see where they land!
+