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pogny-32-0.00002-all
bella05/pogny-32-0.00002-all
pogny-32-0.00002-all is a text classification model from bella05. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jun 10, 2024
- Updated
- Jun 11, 2024
- SHA
- f2af6464
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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. -->
pogny-32-0.00002-all
This model is a fine-tuned version of klue/roberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9351
- Accuracy: 0.7338
- F1: 0.7309
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: 64
- eval_batch_size: 64
- seed: 42
- 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 | F1 |
|---|---|---|---|---|---|
| 0.739 | 1.0 | 2554 | 0.7268 | 0.7310 | 0.7196 |
| 0.6171 | 2.0 | 5108 | 0.6995 | 0.7425 | 0.7354 |
| 0.493 | 3.0 | 7662 | 0.7367 | 0.7409 | 0.7371 |
| 0.362 | 4.0 | 10216 | 0.8168 | 0.7418 | 0.7365 |
| 0.2622 | 5.0 | 12770 | 0.9351 | 0.7338 | 0.7309 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0a0+b5021ba
- Datasets 2.6.2
- Tokenizers 0.14.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Jun 10, 2024
- Updated
- Jun 11, 2024