---
tags:
- generated_from_keras_callback
model-index:
- name: t5-base-medium-title-generation
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# Model description

This model is [t5-base](https://huggingface.co/t5-base) fine-tuned on the [190k Medium Articles](https://www.kaggle.com/datasets/fabiochiusano/medium-articles) dataset for predicting article titles using the article textual content as input.

## Training and evaluation data

The model has been trained on a single epoch spanning about 16000 articles, evaluating on 1000 random articles not used during training.

### Training results

The model has been evaluated on a random dataset split of 1000 articles not used during training and validation.

- Rouge-1: 33.8%
- Rouge-2: 17.7%
- Rouge-L: 31.4%
- Rouge-Lsum: 31.4%
- Average length of the generated titles: 12 tokens

### Framework versions

- Transformers 4.18.0
- TensorFlow 2.8.0
- Datasets 2.1.0
- Tokenizers 0.12.1