Token Classification
Transformers.js
ONNX
Italian
modernbert
pii
ner
italian
anonymization
privacy
faberia
Instructions to use MORPHEUS-MDC/faberia-riservatezza-it with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use MORPHEUS-MDC/faberia-riservatezza-it with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('token-classification', 'MORPHEUS-MDC/faberia-riservatezza-it');
Download config.json from MORPHEUS-MDC/faberia-riservatezza-it: direct link, hf CLI and curl.
- Browser
- Download file 3.14 kB
-
https://huggingface.co/MORPHEUS-MDC/faberia-riservatezza-it/resolve/main/config.json
- Command line
-
hf download hf://MORPHEUS-MDC/faberia-riservatezza-it/config.json
-
curl -L -o config.json https://huggingface.co/MORPHEUS-MDC/faberia-riservatezza-it/resolve/main/config.json
3.14 kB
| { | |
| "architectures": [ | |
| "ModernBertForTokenClassification" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 2, | |
| "classifier_activation": "gelu", | |
| "classifier_bias": false, | |
| "classifier_dropout": 0.0, | |
| "classifier_pooling": "mean", | |
| "cls_token_id": 1, | |
| "decoder_bias": true, | |
| "deterministic_flash_attn": false, | |
| "dtype": "float32", | |
| "embedding_dropout": 0.0, | |
| "eos_token_id": 1, | |
| "global_attn_every_n_layers": 3, | |
| "global_rope_theta": 160000, | |
| "gradient_checkpointing": false, | |
| "hidden_activation": "gelu", | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "B-AGE", | |
| "1": "B-AMOUNT", | |
| "2": "B-BUILDINGNUM", | |
| "3": "B-CATASTO", | |
| "4": "B-CF", | |
| "5": "B-CITY", | |
| "6": "B-CREDITCARDNUMBER", | |
| "7": "B-DATE", | |
| "8": "B-DOCID", | |
| "9": "B-EMAIL", | |
| "10": "B-FULLNAME", | |
| "11": "B-GENDER", | |
| "12": "B-IBAN", | |
| "13": "B-ID_DOC", | |
| "14": "B-ORG", | |
| "15": "B-PIVA", | |
| "16": "B-PROVINCE", | |
| "17": "B-STREET", | |
| "18": "B-TARGA", | |
| "19": "B-TELEPHONENUM", | |
| "20": "B-TIME", | |
| "21": "B-ZIPCODE", | |
| "22": "I-AGE", | |
| "23": "I-AMOUNT", | |
| "24": "I-BUILDINGNUM", | |
| "25": "I-CATASTO", | |
| "26": "I-CF", | |
| "27": "I-CITY", | |
| "28": "I-CREDITCARDNUMBER", | |
| "29": "I-DATE", | |
| "30": "I-DOCID", | |
| "31": "I-EMAIL", | |
| "32": "I-FULLNAME", | |
| "33": "I-GENDER", | |
| "34": "I-IBAN", | |
| "35": "I-ID_DOC", | |
| "36": "I-ORG", | |
| "37": "I-PIVA", | |
| "38": "I-PROVINCE", | |
| "39": "I-STREET", | |
| "40": "I-TARGA", | |
| "41": "I-TELEPHONENUM", | |
| "42": "I-TIME", | |
| "43": "I-ZIPCODE", | |
| "44": "O" | |
| }, | |
| "initializer_cutoff_factor": 2.0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 1152, | |
| "label2id": { | |
| "B-AGE": 0, | |
| "B-AMOUNT": 1, | |
| "B-BUILDINGNUM": 2, | |
| "B-CATASTO": 3, | |
| "B-CF": 4, | |
| "B-CITY": 5, | |
| "B-CREDITCARDNUMBER": 6, | |
| "B-DATE": 7, | |
| "B-DOCID": 8, | |
| "B-EMAIL": 9, | |
| "B-FULLNAME": 10, | |
| "B-GENDER": 11, | |
| "B-IBAN": 12, | |
| "B-ID_DOC": 13, | |
| "B-ORG": 14, | |
| "B-PIVA": 15, | |
| "B-PROVINCE": 16, | |
| "B-STREET": 17, | |
| "B-TARGA": 18, | |
| "B-TELEPHONENUM": 19, | |
| "B-TIME": 20, | |
| "B-ZIPCODE": 21, | |
| "I-AGE": 22, | |
| "I-AMOUNT": 23, | |
| "I-BUILDINGNUM": 24, | |
| "I-CATASTO": 25, | |
| "I-CF": 26, | |
| "I-CITY": 27, | |
| "I-CREDITCARDNUMBER": 28, | |
| "I-DATE": 29, | |
| "I-DOCID": 30, | |
| "I-EMAIL": 31, | |
| "I-FULLNAME": 32, | |
| "I-GENDER": 33, | |
| "I-IBAN": 34, | |
| "I-ID_DOC": 35, | |
| "I-ORG": 36, | |
| "I-PIVA": 37, | |
| "I-PROVINCE": 38, | |
| "I-STREET": 39, | |
| "I-TARGA": 40, | |
| "I-TELEPHONENUM": 41, | |
| "I-TIME": 42, | |
| "I-ZIPCODE": 43, | |
| "O": 44 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "local_attention": 128, | |
| "local_rope_theta": 160000, | |
| "mask_token_id": 4, | |
| "max_position_embeddings": 8192, | |
| "mlp_bias": false, | |
| "mlp_dropout": 0.0, | |
| "model_type": "modernbert", | |
| "norm_bias": false, | |
| "norm_eps": 1e-05, | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 22, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "sans_pos", | |
| "repad_logits_with_grad": false, | |
| "sep_token_id": 1, | |
| "sparse_pred_ignore_index": -100, | |
| "sparse_prediction": false, | |
| "transformers_version": "4.57.6", | |
| "vocab_size": 256000 | |
| } | |