This model is a fine-tuned version of gsarti/it5-base on Thoroughly Cleaned Italian mC4 Corpus (~41B words, ~275GB).<br/> This is an mt5-based Question Answering model for the Italian language. <br/> Training is done on translated subset of SQuAD 2.0 dataset (of about 100k questions).<br/> Thus, this model not only attempts to answer questions through reading comprehension, but also refrains when presented with a question that cannot be answered based on the paragraph provided.
You can test the model by entering question + context like the string shown below:
In quale anno si è verificato il terremoto nel Sichuan?
Il terremoto del Sichuan del 2008 o il terremoto del Gran Sichuan, misurato a 8.0 Ms e 7.9 Mw, e si è verificato alle 02:28:01 PM China Standard Time all' epicentro (06:28:01 UTC) il 12 maggio nella provincia del Sichuan, ha ucciso 69.197 persone e lasciato 18.222 dispersi.
The train achieves the following results:
- EM: 78.69
- F1: 84.69
- rouge1: precision=0.862, recall=0.849, fmeasure=0.845
- rouge2: precision=0.309, recall=0.300, fmeasure=0.298
- rougeL: precision=0.862, recall=0.849, fmeasure=0.845
- rougeLsum: precision=0.862, recall=0.849, fmeasure=0.845
