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xlm-roberta-large-legal-act
PakinClean/xlm-roberta-large-legal-act
xlm-roberta-large-legal-act is a text classification model from PakinClean. 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
- xlm-roberta
- Access
- Public
- Created
- May 6, 2024
- Updated
- May 6, 2024
- SHA
- d4060ffb
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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. -->
xlm-roberta-large-legal-act
This model is a fine-tuned version of FacebookAI/xlm-roberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2099
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4944 | 1.0 | 443 | 0.2680 |
| 0.317 | 2.0 | 886 | 0.3006 |
| 0.494 | 3.0 | 1329 | 0.2791 |
| 0.2472 | 4.0 | 1772 | 0.2096 |
| 0.117 | 5.0 | 2215 | 0.1947 |
| 0.0838 | 6.0 | 2658 | 0.1859 |
| 0.2747 | 7.0 | 3101 | 0.2133 |
| 0.2151 | 8.0 | 3544 | 0.1685 |
| 0.0016 | 9.0 | 3987 | 0.1614 |
| 0.0968 | 10.0 | 4430 | 0.2099 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- May 6, 2024
- Updated
- May 6, 2024