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Model_legal_v2
ferric-gravity/Model_legal_v2
Model_legal_v2 is a text classification model from ferric-gravity. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 8, 2025
- Updated
- Sep 8, 2025
- SHA
- f09f8c95
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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. -->
Model_legal_v2
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1800
- Accuracy: 0.9548
- F1: 0.9547
- Roc Auc: 0.9541
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: 64
- eval_batch_size: 64
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Roc Auc |
|---|---|---|---|---|---|---|
| No log | 1.0 | 64 | 0.1438 | 0.9607 | 0.9606 | 0.9599 |
| 0.3147 | 2.0 | 128 | 0.1406 | 0.9538 | 0.9538 | 0.9533 |
| 0.0941 | 3.0 | 192 | 0.1586 | 0.9558 | 0.9557 | 0.9554 |
| 0.0517 | 4.0 | 256 | 0.1708 | 0.9558 | 0.9557 | 0.9552 |
| 0.0234 | 5.0 | 320 | 0.1800 | 0.9548 | 0.9547 | 0.9541 |
Framework versions
- Transformers 4.56.0
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Sep 8, 2025
- Updated
- Sep 8, 2025