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it5-squadv1-it
z-uo/it5-squadv1-it
it5-squadv1-it is a machine learning model from z-uo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is a fine-tuned version of gsarti/it5-base on Thoroughly Cleaned Italian mC4 Corpus (~41B words, ~275GB).
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 1, 2021
- SHA
- ed95257d
Datasets
Spaces
Model card
From the Hugging Face model README
Question and Answer with Italian T5
This model is a fine-tuned version of gsarti/it5-base on Thoroughly Cleaned Italian mC4 Corpus (~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, inside you find the requirements.txt and the src to create train.
- Library
- transformers
- Type
- t5
- Languages
- it
- Created
- Mar 2, 2022
- Updated
- Nov 1, 2021