README.md

---
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% |