fabgraziano
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README.md
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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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BERT-based model for extractive Question-Answering.
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## Model Details
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### Model Description
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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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## Training Details
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#### Training Hyperparameters
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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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- **EM:** 63.87
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- **F1:** 75.34
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