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roberta-keti-air-korquad
chunwoolee0/roberta-keti-air-korquad
roberta-keti-air-korquad is a question answering model from chunwoolee0. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Aug 8, 2023
- Updated
- Aug 8, 2023
- SHA
- 40e32589
Try a prompt
Base models
Datasets
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. -->
roberta-keti-air-korquad
This model is a fine-tuned version of klue/roberta-base on the korquad dataset. It achieves the following results on the evaluation set:
- Loss: 0.6731
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: 8
- eval_batch_size: 8
- 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 |
|---|---|---|---|
| 0.5572 | 1.0 | 2000 | 0.5212 |
| 0.3247 | 2.0 | 4000 | 0.5645 |
| 0.1786 | 3.0 | 6000 | 0.6731 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- Created
- Aug 8, 2023
- Updated
- Aug 8, 2023