File size: 1,137 Bytes
db0ce75 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 |
---
# 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.
## 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!
|