vlsb/autotrain-security-text-classification-albert-688320769

Model Trained Using AutoTrain

• Problem type: Binary Classification
• Model ID: 688320769
• CO2 Emissions (in grams): 3.670416179055797

Validation Metrics

• Loss: 0.3046899139881134
• Accuracy: 0.8826530612244898
• Precision: 0.9181818181818182
• Recall: 0.8782608695652174
• AUC: 0.9423510466988727
• F1: 0.8977777777777778

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-text-classification-albert-688320769

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("vlsb/autotrain-security-text-classification-albert-688320769", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("vlsb/autotrain-security-text-classification-albert-688320769", use_auth_token=True)

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

outputs = model(**inputs)