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CRAB_COPA_KUCI_Bert_Base_Uncased_finetuned
Ariffiq99/CRAB_COPA_KUCI_Bert_Base_Uncased_finetuned
CRAB_COPA_KUCI_Bert_Base_Uncased_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
- Jun 4, 2024
- Updated
- Jun 4, 2024
- SHA
- d36b1a9a
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. -->
CRAB_COPA_KUCI_Bert_Base_Uncased_finetuned
This model is a fine-tuned version of Ariffiq99/COPA_KUCI_Bert_Base_Uncased_Finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7686
- F1: 0.7694
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 1.0747 | 1.0 | 2880 | 0.9424 | 0.7014 |
| 0.9502 | 2.0 | 5760 | 0.8660 | 0.7167 |
| 0.8039 | 3.0 | 8640 | 0.7995 | 0.7278 |
| 0.7633 | 4.0 | 11520 | 0.8053 | 0.7333 |
| 0.7705 | 5.0 | 14400 | 0.8241 | 0.75 |
| 0.8075 | 6.0 | 17280 | 0.7628 | 0.7667 |
| 0.6885 | 7.0 | 20160 | 0.7813 | 0.7708 |
| 0.6746 | 8.0 | 23040 | 0.7686 | 0.7694 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jun 4, 2024
- Updated
- Jun 4, 2024