Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 407910467
CO2 Emissions (in grams): 10.719439124704492

Validation Metrics

Loss: 0.12029844522476196
Accuracy: 0.9516339869281045
Precision: 0.9477786438035853
Recall: 0.9650793650793651
AUC: 0.9907376734912967
F1: 0.9563507668108534

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/nurkayevaa/autonlp-bert-covid-407910467

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("nurkayevaa/autonlp-bert-covid-407910467", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("nurkayevaa/autonlp-bert-covid-407910467", use_auth_token=True)

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

outputs = model(**inputs)