metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: masked-question-generation-t5-base
results: []
masked-question-generation-t5-base
This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8284
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: 16
- total_train_batch_size: 64
- 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 |
|---|---|---|---|
| 1.2141 | 0.74 | 80 | 0.8865 |
| 0.9324 | 1.48 | 160 | 0.8458 |
| 0.8786 | 2.22 | 240 | 0.8299 |
| 0.8284 | 2.95 | 320 | 0.8284 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0
- Datasets 2.12.0
- Tokenizers 0.11.0