---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: baseline_review_generation2
  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. -->

# baseline_review_generation2

This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.7525

## 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: 0.0003
- train_batch_size: 2
- eval_batch_size: 2
- seed: 1
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.1478        | 1.0   | 500  | 1.8205          |
| 1.9546        | 2.0   | 1000 | 1.7812          |
| 1.8783        | 3.0   | 1500 | 1.7639          |
| 1.8171        | 4.0   | 2000 | 1.7553          |
| 1.7736        | 5.0   | 2500 | 1.7519          |
| 1.7481        | 6.0   | 3000 | 1.7525          |


### Framework versions

- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3