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roberta-finetuned-boss-sentiment
Whatever3/roberta-finetuned-boss-sentiment
roberta-finetuned-boss-sentiment is a text classification model from Whatever3. 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
- roberta
- Access
- Public
- Created
- Feb 1, 2025
- Updated
- Feb 5, 2025
- SHA
- 9aeaca0b
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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. -->
roberta-finetuned-boss-sentiment
This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5945
- Accuracy: 0.8125
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 4 | 0.7097 | 0.6875 |
| No log | 2.0 | 8 | 0.5945 | 0.8125 |
| 0.3736 | 3.0 | 12 | 0.4602 | 0.8125 |
| 0.3736 | 4.0 | 16 | 0.5643 | 0.8125 |
Framework versions
- Transformers 4.48.2
- Pytorch 2.6.0+cu118
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Feb 1, 2025
- Updated
- Feb 5, 2025