Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 432211280
CO2 Emissions (in grams): 8.898145050355591

Validation Metrics

Loss: 0.12489336729049683
Accuracy: 0.9520089285714286
Precision: 0.9436443331246086
Recall: 0.9747736093143596
AUC: 0.9910066767410616
F1: 0.958956411072224

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/anelnurkayeva/autonlp-covid-432211280

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("anelnurkayeva/autonlp-covid-432211280", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("anelnurkayeva/autonlp-covid-432211280", use_auth_token=True)

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

outputs = model(**inputs)