Token Classification
Transformers
ONNX
Safetensors
multilingual
bert
autofill
password-manager
form-classification
field-classification
browser-extension
Instructions to use ProCreations/Zap with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ProCreations/Zap with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ProCreations/Zap")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ProCreations/Zap") model = AutoModelForTokenClassification.from_pretrained("ProCreations/Zap", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "stats": { | |
| "mlm": 893251, | |
| "train": 217782, | |
| "val": 3408, | |
| "test": 6922 | |
| }, | |
| "train_form_labels": { | |
| "search": 36885, | |
| "other": 33139, | |
| "newsletter": 22424, | |
| "contact": 44859, | |
| "login": 59124, | |
| "signup": 13290, | |
| "otp": 1992, | |
| "address": 1694, | |
| "payment": 1170, | |
| "password-change": 1605, | |
| "password-recovery": 1600 | |
| }, | |
| "train_field_labels": { | |
| "search": 33272, | |
| "other": 171342, | |
| "email": 98108, | |
| "name": 40121, | |
| "tel": 37210, | |
| "street-address": 6196, | |
| "postal-code": 10203, | |
| "captcha": 8692, | |
| "username": 41964, | |
| "current-password": 59298, | |
| "organization": 7200, | |
| "given-name": 18361, | |
| "family-name": 15434, | |
| "new-password": 22226, | |
| "one-time-code": 5861, | |
| "address-level1": 4746, | |
| "cc-name": 780, | |
| "address-level2": 8701, | |
| "country": 4902, | |
| "cc-number": 961, | |
| "cc-exp-month": 297, | |
| "cc-exp-year": 290, | |
| "cc-csc": 887, | |
| "bday": 2171, | |
| "cc-exp": 625, | |
| "address-line2": 1254 | |
| }, | |
| "field_labels": [ | |
| "username", | |
| "email", | |
| "current-password", | |
| "new-password", | |
| "one-time-code", | |
| "tel", | |
| "name", | |
| "given-name", | |
| "family-name", | |
| "organization", | |
| "street-address", | |
| "address-line2", | |
| "address-level2", | |
| "address-level1", | |
| "postal-code", | |
| "country", | |
| "cc-name", | |
| "cc-number", | |
| "cc-exp", | |
| "cc-exp-month", | |
| "cc-exp-year", | |
| "cc-csc", | |
| "bday", | |
| "search", | |
| "captcha", | |
| "other" | |
| ], | |
| "form_labels": [ | |
| "login", | |
| "signup", | |
| "password-change", | |
| "password-recovery", | |
| "otp", | |
| "payment", | |
| "address", | |
| "newsletter", | |
| "contact", | |
| "search", | |
| "other" | |
| ] | |
| } |