Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 19984005
CO2 Emissions (in grams): 20.790169878009916

Validation Metrics

Loss: 0.06693269312381744
Accuracy: 0.9789
Precision: 0.9843244336569579
Recall: 0.9733
AUC: 0.99695552
F1: 0.9787811745776348

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/gagandeepkundi/autonlp-text-classification-19984005

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("gagandeepkundi/autonlp-text-classification-19984005", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("gagandeepkundi/autonlp-text-classification-19984005", use_auth_token=True)

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

outputs = model(**inputs)