---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad_modified_for_t5_qg
widget:
- text: "generate question: Forrest Gump is a 1994 American comedy-drama film directed by Robert Zemeckis and written by Eric Roth. It is based on the 1986 novel of the same name by Winston Groom and stars Tom Hanks, Robin Wright, Gary Sinise, Mykelti Williamson and Sally Field. The story depicts several decades in the life of Forrest Gump (Hanks), a slow-witted but kind-hearted man from Alabama who witnesses and unwittingly influences several defining historical events in the 20th century United States. The film differs substantially from the novel. </s>"
model-index:
- name: t5-end2end-questions-generation
  results: []
---

<!-- 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](https://huggingface.co/t5-base) on the squad_modified_for_t5_qg dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5789

## 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: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.5879        | 0.34  | 100  | 1.9133          |
| 1.9688        | 0.68  | 200  | 1.7313          |
| 1.8513        | 1.02  | 300  | 1.6691          |
| 1.7459        | 1.36  | 400  | 1.6413          |
| 1.7206        | 1.69  | 500  | 1.6200          |
| 1.7026        | 2.03  | 600  | 1.6101          |
| 1.6447        | 2.37  | 700  | 1.5983          |
| 1.6402        | 2.71  | 800  | 1.5979          |
| 1.6332        | 3.05  | 900  | 1.5924          |
| 1.5953        | 3.39  | 1000 | 1.5877          |
| 1.5922        | 3.73  | 1100 | 1.5854          |
| 1.5832        | 4.07  | 1200 | 1.5830          |
| 1.5726        | 4.41  | 1300 | 1.5799          |
| 1.5587        | 4.75  | 1400 | 1.5789          |


### Framework versions

- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1