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e_care_CRAB_COPA_bert_base_uncased_finetuned
Ariffiq99/e_care_CRAB_COPA_bert_base_uncased_finetuned
e_care_CRAB_COPA_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 3, 2024
- Updated
- Jun 3, 2024
- SHA
- 002ab6f0
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. -->
e_care_CRAB_COPA_bert_base_uncased_finetuned
This model is a fine-tuned version of Ariffiq99/CRAB_COPA_bert_base_uncased_finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0229
- F1: 0.7441
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: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.5911 | 1.0 | 933 | 0.4880 | 0.7380 |
| 0.3961 | 2.0 | 1866 | 0.5071 | 0.7408 |
| 0.2743 | 3.0 | 2799 | 0.6547 | 0.7441 |
| 0.1801 | 4.0 | 3732 | 0.8516 | 0.7465 |
| 0.129 | 5.0 | 4665 | 0.9710 | 0.7498 |
| 0.102 | 6.0 | 5598 | 1.0229 | 0.7441 |
Framework versions
- Transformers 4.41.1
- 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 3, 2024
- Updated
- Jun 3, 2024