Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 21134453
CO2 Emissions (in grams): 38.102565360610484

Validation Metrics

Loss: 0.172550767660141
Accuracy: 0.9355
Precision: 0.9362853135644159
Recall: 0.9346
AUC: 0.98267064
F1: 0.9354418977079372

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/mmcquade11/autonlp-imdb-test-21134453

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("mmcquade11/autonlp-imdb-test-21134453", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("mmcquade11/autonlp-imdb-test-21134453", use_auth_token=True)

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

outputs = model(**inputs)