sasha/autotrain-roberta-base-imdb-1275248778

Model Trained Using AutoTrain

• Problem type: Binary Classification
• Model ID: 1275248778
• CO2 Emissions (in grams): 23.5913

Validation Metrics

• Loss: 0.180
• Accuracy: 0.933
• Precision: 0.944
• Recall: 0.921
• AUC: 0.983
• F1: 0.932

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 AutoTrain"}' https://api-inference.huggingface.co/models/sasha/autotrain-roberta-base-imdb-1275248778

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("sasha/autotrain-roberta-base-imdb-1275248778", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("sasha/autotrain-roberta-base-imdb-1275248778", use_auth_token=True)

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

outputs = model(**inputs)