metadata
tags:
- generated_from_keras_callback
model-index:
- name: t5-base-medium-title-generation
results: []
Model description
This model is t5-base fine-tuned on the 190k 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