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robertuito-finetuned-class
tonitt97/robertuito-finetuned-class
robertuito-finetuned-class is a text classification model from tonitt97. 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
- Jan 8, 2024
- Updated
- Jan 8, 2024
- SHA
- 59bf8366
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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. -->
robertuito-finetuned-class
This model is a fine-tuned version of pysentimiento/robertuito-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6600
- F1: 0.7394
- Recall: 0.7425
- Accuracy: 0.7564
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: 2.989919952299843e-05
- train_batch_size: 64
- eval_batch_size: 32
- seed: 15
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Recall | Accuracy |
|---|---|---|---|---|---|---|
| No log | 1.0 | 87 | 0.7059 | 0.6831 | 0.6717 | 0.7315 |
| No log | 2.0 | 174 | 0.6123 | 0.7420 | 0.7442 | 0.7629 |
| No log | 3.0 | 261 | 0.6600 | 0.7394 | 0.7425 | 0.7564 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Jan 8, 2024
- Updated
- Jan 8, 2024