Model Trained Using AutoTrain

Problem type: Binary Classification
Model ID: 688020754
CO2 Emissions (in grams): 3.1151249696839685

Validation Metrics

Loss: 0.2810373902320862
Accuracy: 0.8928571428571429
Precision: 0.9272727272727272
Recall: 0.8869565217391304
AUC: 0.9500805152979066
F1: 0.9066666666666666

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/vlsb/autotrain-security-texts-classification-roberta-688020754

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("vlsb/autotrain-security-texts-classification-roberta-688020754", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("vlsb/autotrain-security-texts-classification-roberta-688020754", use_auth_token=True)

inputs = tokenizer("I love AutoTrain", return_tensors="pt")

outputs = model(**inputs)