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t5-end2end-questions-generation
lukplamino/t5-end2end-questions-generation
t5-end2end-questions-generation is a machine learning model from lukplamino. Use it for the machine learning 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
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Apr 26, 2023
- Updated
- Apr 26, 2023
- SHA
- d8f4aaad
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. -->
t5-end2end-questions-generation
This model is a fine-tuned version of t5-base on the squad_modified_for_t5_qg dataset. It achieves the following results on the evaluation set:
- Loss: 1.6757
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: 0.001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.124 | 0.34 | 100 | 1.7208 |
| 1.7926 | 0.68 | 200 | 1.6573 |
| 1.7222 | 1.02 | 300 | 1.6355 |
| 1.4834 | 1.35 | 400 | 1.6197 |
| 1.4899 | 1.69 | 500 | 1.6021 |
| 1.4635 | 2.03 | 600 | 1.6290 |
| 1.2757 | 2.37 | 700 | 1.6242 |
| 1.2905 | 2.71 | 800 | 1.6097 |
| 1.2696 | 3.05 | 900 | 1.6614 |
| 1.1292 | 3.39 | 1000 | 1.6611 |
| 1.1372 | 3.73 | 1100 | 1.6387 |
| 1.1124 | 4.06 | 1200 | 1.6750 |
| 1.0282 | 4.4 | 1300 | 1.6789 |
| 1.0199 | 4.74 | 1400 | 1.6757 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 26, 2023
- Updated
- Apr 26, 2023