Modelpublic

victor/autonlp-imdb-reviews-sentiment-329982

sourceHugging Faceupdated 5y agoView on Hugging Face

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Model Card

Model Trained Using AutoNLP

—Problem type: Binary Classification
—Model ID: 329982

Validation Metrics

—Loss: 0.24620144069194794
—Accuracy: 0.9300053431035799
—Precision: 0.9299029425358188
—Recall: 0.9289012003693444
—AUC: 0.9795001637755057
—F1: 0.9294018015243667

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/victor/autonlp-imdb-reviews-sentiment-329982

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("victor/autonlp-imdb-reviews-sentiment-329982", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("victor/autonlp-imdb-reviews-sentiment-329982", use_auth_token=True)

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

outputs = model(**inputs)