Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 3662644
CO2 Emissions (in grams): 25.894117734124272

Validation Metrics

Loss: 0.20277436077594757
Accuracy: 0.92604
Precision: 0.9560674830864092
Recall: 0.89312
AUC: 0.9814625504000001
F1: 0.9235223559581421

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/abhishek/autonlp-imdb-roberta-base-3662644

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-imdb-roberta-base-3662644", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-imdb-roberta-base-3662644", use_auth_token=True)

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

outputs = model(**inputs)