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Roberta-capstone_2
Sonny4Sonnix/Roberta-capstone_2
Roberta-capstone_2 is a text classification model from Sonny4Sonnix. 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
- Sep 10, 2023
- Updated
- Sep 10, 2023
- SHA
- 503af624
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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. -->
Roberta-capstone_2
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3794
- Accuracy: 0.9362
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
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2682 | 1.0 | 623 | 0.2254 | 0.9127 |
| 0.1648 | 2.0 | 1246 | 0.2254 | 0.9358 |
| 0.1074 | 3.0 | 1869 | 0.3114 | 0.9370 |
| 0.0692 | 4.0 | 2492 | 0.3278 | 0.9368 |
| 0.0202 | 5.0 | 3115 | 0.3794 | 0.9362 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Sep 10, 2023
- Updated
- Sep 10, 2023