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+ ---
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+ datasets:
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+ - squad_it
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+ language:
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+ - it
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+ metrics:
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+ - f1
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+ - exact_match
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+ pipeline_tag: question-answering
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+ tags:
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+ - question-answering
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+ ---
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+ # bert-italian-xxl-cased_squad-it_v1
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+
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+ BERT-based model for extractive Question-Answering.
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+
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+ ## Model Details
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+ ### Model Description
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+
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+ - **Developed by:** fabgraziano
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+ - **Model type:** Question-Answering
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+ - **Language(s) (NLP):** Italian
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+ - **Finetuned from model:** [dbmdz/bert-base-italian-xxl-cased](https://huggingface.co/dbmdz/bert-base-italian-xxl-cased)
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+ - **Datased used:** [squad_it](https://huggingface.co/datasets/squad_it)
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+
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+
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+
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+ ## Training Details
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+ #### Training Hyperparameters
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+
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+ - **Training regime:** fp16 mixed precision
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+ - **MAX_LENGTH:** 384
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+ - **STRIDE:** 128
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+ - **BATCH_SIZE:** 8
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+ - **LEARNING_RATE:** 2e-5
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+ - **EPOCHS:** 3
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+ ## Evaluation
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+ #### Metrics
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+
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+ - **EM:** 63.87
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+ - **F1:** 75.34