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idT5finetunesquad
haurajahra/idT5finetunesquad
idT5finetunesquad is a question answering model from haurajahra. Use it when the input is a question plus a passage. 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
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Nov 7, 2023
- Updated
- Nov 20, 2023
- SHA
- 0c9ac5f5
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. -->
idt5-base-finetune-squad
This model is a fine-tuned version of muchad/idt5-base on on translated Indonesian SQUAD dataset. It achieves the following results on the evaluation set:
- Exact: 49.19
- F1: 67.36
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 4
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5682 | 1.1 | 36000 | 0.7753 |
| 0.5153 | 1.93 | 63000 | 0.7490 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Question Answering
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- id
- Created
- Nov 7, 2023
- Updated
- Nov 20, 2023