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kaz-roberta-base_classification
kmamaroziqov/kaz-roberta-base_classification
kaz-roberta-base_classification is a text classification model from kmamaroziqov. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Jul 23, 2024
- Updated
- Jul 26, 2024
- SHA
- 4b85d4d2
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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. -->
kaz-roberta-base_classification
This model is a fine-tuned version of kz-transformers/kaz-roberta-conversational on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3306
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2218 | 1.0 | 6750 | 0.3306 |
| 0.2248 | 2.0 | 13500 | 0.4068 |
| 0.0965 | 3.0 | 20250 | 0.4290 |
| 0.0021 | 4.0 | 27000 | 0.5674 |
| 0.0079 | 5.0 | 33750 | 0.6248 |
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Jul 23, 2024
- Updated
- Jul 26, 2024