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foxy-nlp-br-v3-ultra
MattosDev/foxy-nlp-br-v3-ultra
foxy-nlp-br-v3-ultra is a text classification model from MattosDev. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 10, 2026
- Updated
- Mar 10, 2026
- SHA
- 01c7f32a
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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. -->
foxy-nlp-br-v3-ultra
This model is a fine-tuned version of MattosDev/foxy-nlp-br on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1263
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: 80
- eval_batch_size: 80
- seed: 42
- gradient_accumulation_steps: 3
- total_train_batch_size: 240
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 450 | 0.1425 |
| 1.1068 | 2.0 | 900 | 0.1292 |
| 0.4332 | 3.0 | 1350 | 0.1280 |
| 0.4064 | 4.0 | 1800 | 0.1264 |
| 0.4019 | 5.0 | 2250 | 0.1263 |
Framework versions
- Transformers 5.0.0
- Pytorch 2.10.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Mar 10, 2026
- Updated
- Mar 10, 2026