Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 32957902
CO2 Emissions (in grams): 0.9756221672668951

Validation Metrics

Loss: 0.2765039801597595
Accuracy: 0.8939828080229226
Precision: 0.7757009345794392
Recall: 0.8645833333333334
AUC: 0.9552659749670619
F1: 0.8177339901477833

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 AutoNLP"}' https://api-inference.huggingface.co/models/lidiia/autonlp-trans_class_arg-32957902

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("lidiia/autonlp-trans_class_arg-32957902", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("lidiia/autonlp-trans_class_arg-32957902", use_auth_token=True)

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

outputs = model(**inputs)