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multiplechoice_robertabase02_hallym
againeureka/multiplechoice_robertabase02_hallym
multiplechoice_robertabase02_hallym is a multiple choice model from againeureka. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- multiple choice
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Dec 12, 2023
- Updated
- Dec 12, 2023
- SHA
- 4f1e348f
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. -->
multiplechoice_robertabase02_hallym
This model is a fine-tuned version of againeureka/klue_roberta_base_retrained on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2446
- Accuracy: 0.9503
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: 5e-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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.5381 | 1.0 | 723 | 0.2212 | 0.9317 |
| 0.2127 | 2.0 | 1446 | 0.2580 | 0.9286 |
| 0.0329 | 3.0 | 2169 | 0.2446 | 0.9503 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- multiple choice
- Library
- transformers
- Type
- roberta
- Created
- Dec 12, 2023
- Updated
- Dec 12, 2023