---
language: "en"
tags:
- financial-sentiment-analysis
- sentiment-analysis
- language-perceiver
datasets:
- financial_phrasebank
widget:
- text: "FTSE100 fell sharply today."
- text: "Oil near one-month high."
---

# FINPerceiver
FINPerceiver is a fine-tuned Perceiver IO language model for financial sentiment analysis.
The model achieves the following results on a 30% evaluation subset of the original dataset.
```
eval/accuracy  0.8453
eval/f1        0.7597
eval/loss      0.4785
eval/precision 0.7443
eval/recall    0.8024
```

More details on the training process of this model are available on the [GitHub repository](https://github.com/warwickai/fin-perceiver).

## Datasets
This model was trained on the Financial PhraseBank (>= 50% agreement)