readme: ---
  tags:
  - text2text_generation
  - question_answering
  language:
  - it
  model-index:
  - name: it5-squadv1-it
    results: []
  datasets:
  - z-uo/squad-it
  ---
  
  # Question and Answer with Italian T5
  
  This model is a fine-tuned version of [gsarti/it5-base](https://huggingface.co/gsarti/it5-base) on [Thoroughly Cleaned Italian mC4 Corpus](https://huggingface.co/datasets/gsarti/clean_mc4_it) (~41B words, ~275GB).
  
  To use add a question + context in the same string for example:
  ```
  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/params:
   - epoch: 2.0
   - train_loss: 0.1064
   - train_samples: 87599
   - eval_samples : 10570
   - eval_gen_len : 9.2974
   - eval_loss : 0.5939
   - eval_rouge1 : 17.5052
   - eval_rouge2 : 5.8714
   - eval_rougeL : 17.4487
   - eval_rougeLsum : 17.4528
   
  # Train the model
  To train the model use [this repo](https://gitlab.com/nicolalandro/qandatrain), inside you find the requirements.txt and the src to create train.
  