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foxy-nlp-n1
MattosDev/foxy-nlp-n1
foxy-nlp-n1 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
- Apr 8, 2026
- Updated
- Apr 8, 2026
- SHA
- 251b2389
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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-n1
This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2020
- Accuracy: 0.9545
- F1: 0.9542
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 8
- 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
- lr_scheduler_warmup_steps: 0.2
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| No log | 1.0 | 77 | 0.4185 | 0.9481 | 0.9476 |
| No log | 2.0 | 154 | 0.2908 | 0.9545 | 0.9542 |
| No log | 3.0 | 231 | 0.2464 | 0.9545 | 0.9547 |
| No log | 4.0 | 308 | 0.2074 | 0.9545 | 0.9542 |
| No log | 5.0 | 385 | 0.2048 | 0.9610 | 0.9613 |
| No log | 6.0 | 462 | 0.2064 | 0.9545 | 0.9547 |
| 0.1640 | 7.0 | 539 | 0.2011 | 0.9610 | 0.9613 |
| 0.1640 | 8.0 | 616 | 0.2020 | 0.9545 | 0.9542 |
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
- Apr 8, 2026
- Updated
- Apr 8, 2026