Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 417310793
CO2 Emissions (in grams): 9.446754273734577

Validation Metrics

Loss: 0.25755178928375244
Accuracy: 0.9407114624505929
Precision: 0.8600823045267489
Recall: 0.95
AUC: 0.9732501264968797
F1: 0.9028077753779697

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/evandrodiniz/autonlp-api-boamente-417310793

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("evandrodiniz/autonlp-api-boamente-417310793", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("evandrodiniz/autonlp-api-boamente-417310793", use_auth_token=True)

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

outputs = model(**inputs)