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--- |
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tags: |
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- text2text_generation |
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- question_answering |
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language: |
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- it |
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model-index: |
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- name: it5-squadv1-it |
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results: [] |
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datasets: |
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- z-uo/squad-it |
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--- |
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# Question and Answer with Italian T5 |
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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). |
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To use add a question + context in the same string for example: |
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``` |
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In quale anno si è verificato il terremoto nel Sichuan? |
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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. |
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``` |
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The train achieves the following results/params: |
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- epoch: 2.0 |
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- train_loss: 0.1064 |
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- train_samples: 87599 |
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- eval_samples : 10570 |
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- eval_gen_len : 9.2974 |
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- eval_loss : 0.5939 |
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- eval_rouge1 : 17.5052 |
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- eval_rouge2 : 5.8714 |
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- eval_rougeL : 17.4487 |
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- eval_rougeLsum : 17.4528 |
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# Train the model |
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To train the model use [this repo](https://gitlab.com/nicolalandro/qandatrain), inside you find the requirements.txt and the src to create train. |
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