metadata
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: t5-e2e-questions-generation
results: []
t5-e2e-questions-generation
This model is a fine-tuned version of t5-base on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.5678
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: 7
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
No log | 1.0 | 295 | 1.6685 |
1.974 | 2.0 | 590 | 1.6058 |
1.974 | 3.0 | 885 | 1.5856 |
1.6324 | 4.0 | 1180 | 1.5748 |
1.6324 | 5.0 | 1475 | 1.5726 |
1.5458 | 6.0 | 1770 | 1.5652 |
1.4949 | 7.0 | 2065 | 1.5678 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0
- Datasets 2.1.0
- Tokenizers 0.12.1