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Zidan_model_output
ZidanAf/Zidan_model_output
Zidan_model_output is a text classification model from ZidanAf. 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
- bert
- Access
- Public
- Created
- Jun 2, 2024
- Updated
- Jun 2, 2024
- SHA
- 7bec0f64
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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. -->
Zidan_model_output
This model is a fine-tuned version of indolem/indobert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6242
- Accuracy: 0.7818
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 248 | 0.5307 | 0.8 |
| No log | 2.0 | 496 | 0.8076 | 0.7455 |
| 0.6777 | 3.0 | 744 | 0.8254 | 0.8 |
| 0.6777 | 4.0 | 992 | 1.1628 | 0.7818 |
| 0.3625 | 5.0 | 1240 | 1.5090 | 0.7455 |
| 0.3625 | 6.0 | 1488 | 1.3666 | 0.7636 |
| 0.1439 | 7.0 | 1736 | 1.1893 | 0.7818 |
| 0.1439 | 8.0 | 1984 | 1.7753 | 0.7273 |
| 0.0649 | 9.0 | 2232 | 1.6190 | 0.7636 |
| 0.0649 | 10.0 | 2480 | 1.6678 | 0.7636 |
| 0.0395 | 11.0 | 2728 | 1.4946 | 0.8 |
| 0.0395 | 12.0 | 2976 | 1.4662 | 0.8 |
| 0.0336 | 13.0 | 3224 | 1.6016 | 0.8 |
| 0.0336 | 14.0 | 3472 | 1.5984 | 0.7818 |
| 0.022 | 15.0 | 3720 | 1.6242 | 0.7818 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Jun 2, 2024
- Updated
- Jun 2, 2024