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KUCI_Bert_Base_Finetuned
Ariffiq99/KUCI_Bert_Base_Finetuned
KUCI_Bert_Base_Finetuned is a multiple choice model from Ariffiq99. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. 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
- multiple choice
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- May 26, 2024
- Updated
- May 26, 2024
- SHA
- fc0170a1
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. -->
KUCI_Bert_Base_Finetuned
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.2038
- F1: 0.5172
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 9
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 1.1987 | 1.0 | 5196 | 1.1956 | 0.4711 |
| 1.1506 | 2.0 | 10392 | 1.1539 | 0.4989 |
| 1.0993 | 3.0 | 15588 | 1.1260 | 0.5131 |
| 1.0511 | 4.0 | 20784 | 1.1206 | 0.5172 |
| 1.0058 | 5.0 | 25980 | 1.1180 | 0.5269 |
| 0.9605 | 6.0 | 31176 | 1.1835 | 0.5264 |
| 0.9067 | 7.0 | 36372 | 1.1929 | 0.5235 |
| 0.8862 | 8.0 | 41568 | 1.2050 | 0.5198 |
| 0.8667 | 9.0 | 46764 | 1.2038 | 0.5172 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- May 26, 2024
- Updated
- May 26, 2024