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test-model_ROBERTA
Orseer/test-model_ROBERTA
test-model_ROBERTA is a text classification model from Orseer. 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
- Aug 2, 2023
- Updated
- Aug 2, 2023
- SHA
- f26a565b
Try a prompt
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. -->
test-model_ROBERTA
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2733
- Rmse: 0.3427
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: 3e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 16
Training results
| Training Loss | Epoch | Step | Validation Loss | Rmse |
|---|---|---|---|---|
| 0.6755 | 2.72 | 500 | 0.4136 | 0.5126 |
| 0.1909 | 5.43 | 1000 | 0.2733 | 0.3427 |
| 0.0784 | 8.15 | 1500 | 0.3173 | 0.3244 |
| 0.0382 | 10.86 | 2000 | 0.3523 | 0.3039 |
| 0.0213 | 13.58 | 2500 | 0.3947 | 0.2866 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.2
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Aug 2, 2023
- Updated
- Aug 2, 2023