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finbert-financial-sentiment
marinatamayo/finbert-financial-sentiment
finbert-financial-sentiment is a text classification model from marinatamayo. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Apr 29, 2026
- Updated
- Apr 29, 2026
- SHA
- 2afd60eb
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
finbert-financial-sentiment
This model is a fine-tuned version of ProsusAI/finbert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4223
- Accuracy: 0.8802
- F1 Macro: 0.8679
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro |
|---|---|---|---|---|---|
| 0.4118 | 1.0 | 194 | 0.3598 | 0.8698 | 0.8445 |
| 0.2097 | 2.0 | 388 | 0.3254 | 0.8763 | 0.8597 |
| 0.1185 | 3.0 | 582 | 0.4130 | 0.8814 | 0.8654 |
| 0.0258 | 4.0 | 776 | 0.4223 | 0.8802 | 0.8679 |
Framework versions
- Transformers 5.7.0
- Pytorch 2.10.0+cu128
- Datasets 4.8.5
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Apr 29, 2026
- Updated
- Apr 29, 2026