Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 32517788
CO2 Emissions (in grams): 0.9413042739759596

Validation Metrics

Loss: 0.32112351059913635
Accuracy: 0.8641304347826086
Precision: 0.8055555555555556
Recall: 0.8405797101449275
AUC: 0.9493383742911153
F1: 0.8226950354609929

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/Fauzan/autonlp-judulberita-32517788

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Fauzan/autonlp-judulberita-32517788", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Fauzan/autonlp-judulberita-32517788", use_auth_token=True)

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

outputs = model(**inputs)