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t5-end2end-questions-generation
Gayathri142214002/t5-end2end-questions-generation
t5-end2end-questions-generation is a machine learning model from Gayathri142214002. 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 15, 2023
- Updated
- Apr 18, 2023
- SHA
- 780ad1e9
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 an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5080
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.5783 | 0.4 | 10 | 1.8109 |
| 1.7562 | 0.81 | 20 | 1.3160 |
| 1.4233 | 1.21 | 30 | 1.0258 |
| 1.0942 | 1.62 | 40 | 0.9352 |
| 1.0173 | 2.02 | 50 | 0.8379 |
| 0.7874 | 2.42 | 60 | 0.7027 |
| 0.7221 | 2.83 | 70 | 0.6290 |
| 0.7845 | 3.23 | 80 | 0.5904 |
| 0.629 | 3.64 | 90 | 0.5625 |
| 0.5795 | 4.04 | 100 | 0.5526 |
| 0.5523 | 4.44 | 110 | 0.5483 |
| 0.5202 | 4.85 | 120 | 0.5415 |
| 0.4991 | 5.25 | 130 | 0.5258 |
| 0.4884 | 5.66 | 140 | 0.5166 |
| 0.4829 | 6.06 | 150 | 0.5113 |
| 0.4324 | 6.46 | 160 | 0.5080 |
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 15, 2023
- Updated
- Apr 18, 2023