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t5_base-qg-ap-nopeft
tiagoblima/t5_base-qg-ap-nopeft
t5_base-qg-ap-nopeft is a machine learning model from tiagoblima. 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jan 6, 2024
- Updated
- Jan 15, 2024
- SHA
- 7b3f5754
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. -->
t5_base-qg-ap-nopeft
This model is a fine-tuned version of unicamp-dl/ptt5-base-t5-vocab on the tiagoblima/qg_squad_v1_pt dataset. It achieves the following results on the evaluation set:
- Loss: 1.1980
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-06
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.1634 | 1.0 | 3231 | 1.2246 |
| 1.0645 | 2.0 | 6463 | 1.2035 |
| 0.991 | 3.0 | 9694 | 1.1980 |
| 0.9459 | 4.0 | 12926 | 1.2027 |
| 0.9191 | 5.0 | 16155 | 1.2074 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- mit
- Created
- Jan 6, 2024
- Updated
- Jan 15, 2024