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intent_model
MahmoudRadwan98/intent_model
intent_model is a text classification model from MahmoudRadwan98. 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
- Feb 10, 2025
- Updated
- Feb 10, 2025
- SHA
- ca62f529
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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. -->
intent_model
This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0084
- Precision: 0.0
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision |
|---|---|---|---|---|
| No log | 1.0 | 6 | 0.1149 | 0.0 |
| No log | 2.0 | 12 | 0.0353 | 0.0 |
| No log | 3.0 | 18 | 0.0270 | 0.0 |
| No log | 4.0 | 24 | 0.0202 | 0.0 |
| No log | 5.0 | 30 | 0.0199 | 0.0 |
| No log | 6.0 | 36 | 0.0194 | 0.0 |
| No log | 7.0 | 42 | 0.0122 | 0.0 |
| No log | 8.0 | 48 | 0.0090 | 0.0 |
| No log | 9.0 | 54 | 0.0083 | 0.0 |
| No log | 10.0 | 60 | 0.0084 | 0.0 |
Framework versions
- Transformers 4.48.2
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Feb 10, 2025
- Updated
- Feb 10, 2025