Instructions to use joneauxedgar/pasteproof-pii-detector-onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use joneauxedgar/pasteproof-pii-detector-onnx with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('token-classification', 'joneauxedgar/pasteproof-pii-detector-onnx');
| { | |
| "architectures": [ | |
| "ModernBertForTokenClassification" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": null, | |
| "classifier_activation": "gelu", | |
| "classifier_bias": false, | |
| "classifier_dropout": 0.0, | |
| "classifier_pooling": "mean", | |
| "cls_token_id": 50281, | |
| "decoder_bias": true, | |
| "deterministic_flash_attn": false, | |
| "dtype": "float32", | |
| "embedding_dropout": 0.0, | |
| "eos_token_id": null, | |
| "global_attn_every_n_layers": 3, | |
| "global_rope_theta": 160000.0, | |
| "gradient_checkpointing": false, | |
| "hidden_activation": "gelu", | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-API_KEY", | |
| "2": "I-API_KEY", | |
| "3": "B-AWS_KEY", | |
| "4": "I-AWS_KEY", | |
| "5": "B-CITY", | |
| "6": "I-CITY", | |
| "7": "B-CREDIT_CARD", | |
| "8": "I-CREDIT_CARD", | |
| "9": "B-DOB", | |
| "10": "I-DOB", | |
| "11": "B-DRIVER_LICENSE", | |
| "12": "I-DRIVER_LICENSE", | |
| "13": "B-EMAIL", | |
| "14": "I-EMAIL", | |
| "15": "B-FIRST_NAME", | |
| "16": "I-FIRST_NAME", | |
| "17": "B-GDPR_IBAN", | |
| "18": "I-GDPR_IBAN", | |
| "19": "B-GDPR_NIN", | |
| "20": "I-GDPR_NIN", | |
| "21": "B-GDPR_PASSPORT", | |
| "22": "I-GDPR_PASSPORT", | |
| "23": "B-HIPAA_ACCOUNT", | |
| "24": "I-HIPAA_ACCOUNT", | |
| "25": "B-HIPAA_DOB", | |
| "26": "I-HIPAA_DOB", | |
| "27": "B-HIPAA_MRN", | |
| "28": "I-HIPAA_MRN", | |
| "29": "B-IP_ADDRESS", | |
| "30": "I-IP_ADDRESS", | |
| "31": "B-LAST_NAME", | |
| "32": "I-LAST_NAME", | |
| "33": "B-NAME", | |
| "34": "I-NAME", | |
| "35": "B-PASSWORD", | |
| "36": "I-PASSWORD", | |
| "37": "B-PCI_EXPIRY", | |
| "38": "I-PCI_EXPIRY", | |
| "39": "B-PCI_PAN", | |
| "40": "I-PCI_PAN", | |
| "41": "B-PCI_TRACK", | |
| "42": "I-PCI_TRACK", | |
| "43": "B-PHONE", | |
| "44": "I-PHONE", | |
| "45": "B-PRIVATE_KEY", | |
| "46": "I-PRIVATE_KEY", | |
| "47": "B-SSN", | |
| "48": "I-SSN", | |
| "49": "B-STATE", | |
| "50": "I-STATE", | |
| "51": "B-STREET", | |
| "52": "I-STREET", | |
| "53": "B-ZIPCODE", | |
| "54": "I-ZIPCODE" | |
| }, | |
| "initializer_cutoff_factor": 2.0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 1152, | |
| "label2id": { | |
| "B-API_KEY": 1, | |
| "B-AWS_KEY": 3, | |
| "B-CITY": 5, | |
| "B-CREDIT_CARD": 7, | |
| "B-DOB": 9, | |
| "B-DRIVER_LICENSE": 11, | |
| "B-EMAIL": 13, | |
| "B-FIRST_NAME": 15, | |
| "B-GDPR_IBAN": 17, | |
| "B-GDPR_NIN": 19, | |
| "B-GDPR_PASSPORT": 21, | |
| "B-HIPAA_ACCOUNT": 23, | |
| "B-HIPAA_DOB": 25, | |
| "B-HIPAA_MRN": 27, | |
| "B-IP_ADDRESS": 29, | |
| "B-LAST_NAME": 31, | |
| "B-NAME": 33, | |
| "B-PASSWORD": 35, | |
| "B-PCI_EXPIRY": 37, | |
| "B-PCI_PAN": 39, | |
| "B-PCI_TRACK": 41, | |
| "B-PHONE": 43, | |
| "B-PRIVATE_KEY": 45, | |
| "B-SSN": 47, | |
| "B-STATE": 49, | |
| "B-STREET": 51, | |
| "B-ZIPCODE": 53, | |
| "I-API_KEY": 2, | |
| "I-AWS_KEY": 4, | |
| "I-CITY": 6, | |
| "I-CREDIT_CARD": 8, | |
| "I-DOB": 10, | |
| "I-DRIVER_LICENSE": 12, | |
| "I-EMAIL": 14, | |
| "I-FIRST_NAME": 16, | |
| "I-GDPR_IBAN": 18, | |
| "I-GDPR_NIN": 20, | |
| "I-GDPR_PASSPORT": 22, | |
| "I-HIPAA_ACCOUNT": 24, | |
| "I-HIPAA_DOB": 26, | |
| "I-HIPAA_MRN": 28, | |
| "I-IP_ADDRESS": 30, | |
| "I-LAST_NAME": 32, | |
| "I-NAME": 34, | |
| "I-PASSWORD": 36, | |
| "I-PCI_EXPIRY": 38, | |
| "I-PCI_PAN": 40, | |
| "I-PCI_TRACK": 42, | |
| "I-PHONE": 44, | |
| "I-PRIVATE_KEY": 46, | |
| "I-SSN": 48, | |
| "I-STATE": 50, | |
| "I-STREET": 52, | |
| "I-ZIPCODE": 54, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "local_attention": 128, | |
| "local_rope_theta": 10000.0, | |
| "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": 50283, | |
| "position_embedding_type": "absolute", | |
| "repad_logits_with_grad": false, | |
| "sep_token_id": 50282, | |
| "sparse_pred_ignore_index": -100, | |
| "sparse_prediction": false, | |
| "transformers_version": "4.57.3", | |
| "vocab_size": 50368 | |
| } |