| --- |
| 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. |
|
|
