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xlm-roberta-base-Final_Mixed-aug_delete
ThuyNT03/xlm-roberta-base-Final_Mixed-aug_delete
xlm-roberta-base-Final_Mixed-aug_delete is a text classification model from ThuyNT03. 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
- Aug 31, 2023
- Updated
- Aug 31, 2023
- SHA
- c480e3e7
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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-base-Final_Mixed-aug_delete
This model is a fine-tuned version of xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8666
- Accuracy: 0.72
- F1: 0.7141
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 1.0782 | 1.0 | 88 | 0.9523 | 0.61 | 0.4982 |
| 0.8614 | 2.0 | 176 | 0.7754 | 0.72 | 0.7098 |
| 0.6895 | 3.0 | 264 | 0.6680 | 0.78 | 0.7790 |
| 0.5463 | 4.0 | 352 | 0.6805 | 0.76 | 0.7575 |
| 0.4314 | 5.0 | 440 | 0.7151 | 0.73 | 0.7247 |
| 0.3251 | 6.0 | 528 | 0.7835 | 0.71 | 0.7025 |
| 0.2719 | 7.0 | 616 | 0.8466 | 0.73 | 0.7260 |
| 0.2233 | 8.0 | 704 | 0.8666 | 0.72 | 0.7141 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.0
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Aug 31, 2023
- Updated
- Aug 31, 2023