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mytest_trainer_roberta-base
DeeeTeeee01/mytest_trainer_roberta-base
mytest_trainer_roberta-base is a text classification model from DeeeTeeee01. 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
- roberta
- Access
- Public
- Created
- Jul 13, 2023
- Updated
- Jul 19, 2023
- SHA
- 5d9b5600
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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. -->
mytest_trainer_roberta-base
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6361
- Rmse: 0.6573
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Rmse |
|---|---|---|---|---|
| 0.742 | 1.0 | 500 | 0.6680 | 0.7110 |
| 0.6323 | 2.0 | 1000 | 0.6681 | 0.7018 |
| 0.5293 | 3.0 | 1500 | 0.6361 | 0.6573 |
| 0.4233 | 4.0 | 2000 | 0.6638 | 0.6538 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Jul 13, 2023
- Updated
- Jul 19, 2023