Italian-Legal-BERT-finetuned-squad-it

Decre99/Italian-Legal-BERT-finetuned-squad-it

Italian-Legal-BERT-finetuned-squad-it is a question answering model from Decre99. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as afl-3.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Question Answering
Library: transformers
License: afl-3.0
Model type: bert
Access: Public
Created: May 10, 2024
Updated: May 10, 2024
SHA: b7ec78a6

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Base models

dlicari/Italian-Legal-BERT

Model card

From the Hugging Face model README

Italian-Legal-BERT-finetuned-squad-it

This model is a fine-tuned version of dlicari/Italian-Legal-BERT on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.3122

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
3.885	1.0	6101	3.7213
2.7365	2.0	12202	2.4876
2.4386	3.0	18303	2.3122

Framework versions

Transformers 4.38.0
Pytorch 2.2.1+cu121
Datasets 2.17.1
Tokenizers 0.15.2

Task: Question Answering
Library: transformers
Type: bert
License: afl-3.0
Created: May 10, 2024
Updated: May 10, 2024