---
library_name: transformers
datasets:
- NickyNicky/finance-financialmodelingprep-stock-news-sentiments-rss-feed
base_model:
- mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis
---

### Model Description

<!-- Provide a longer summary of what this model is. -->

This model is a fine-tuned version of [mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis](https://huggingface.co/mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis) on the [NickyNicky/finance-financialmodelingprep-stock-news-sentiments-rss-feed](https://huggingface.co/datasets/NickyNicky/finance-financialmodelingprep-stock-news-sentiments-rss-feed) dataset. It achieves the following results on the evaluation set:

- Loss: 0.4090
- Accuracy: 0.9171

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- num_epochs: 5

### Training results

| Training Loss | Epoch | Validation Loss |
|:-------------:|:-----:|:---------------:|
| 0.318500      | 1.0   | 0.294045        |
| 0.281700      | 2.0   | 0.298364        |
| 0.250100	    | 3.0   | 0.302255        |
| 0.186400      | 4.0   | 0.380530        |
| 0.179100      | 5.0   | 0.409072        |