metadata
library_name: transformers
datasets:
- NickyNicky/finance-financialmodelingprep-stock-news-sentiments-rss-feed
base_model:
- mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis
Model Description
This model is a fine-tuned version of mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis on the 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 |