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
File size: 1,516 Bytes
e4805d0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 | {
"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"
]
} |