readme: ---
  language: en
  tags:
  - patent
  - deberta
  
  license: mit
  ---
  
  
  # Patent CPC Predictor
  
  This is a fine-tuned version of microsoft/deberta-v3-small for predicting Patent CPC codes.
  
  # Dataset
  
  Dataset consists of titles and abstracts sampled from granted patent applications:
  https://www.kaggle.com/datasets/grimmace/sampled-patent-titles
  
  # Results
  | Category | Accuracy |
  | --- | ----------- |
  | Section | 92% |
  | Class | 88% |
  | Subclass | 85% |