Modelpublic

fernanda-dionello/autotrain-goodreads_without_bookid-2171169881

sourceHugging Faceupdated 4y agoView on Hugging Face

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Model Card

Model Trained Using AutoTrain

—Problem type: Multi-class Classification
—Model ID: 2171169881
—CO2 Emissions (in grams): 10.0188

Validation Metrics

—Loss: 0.754
—Accuracy: 0.660
—Macro F1: 0.422
—Micro F1: 0.660
—Weighted F1: 0.637
—Macro Precision: 0.418
—Micro Precision: 0.660
—Weighted Precision: 0.631
—Macro Recall: 0.440
—Micro Recall: 0.660
—Weighted Recall: 0.660

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/fernanda-dionello/autotrain-goodreads_without_bookid-2171169881

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("fernanda-dionello/autotrain-goodreads_without_bookid-2171169881", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("fernanda-dionello/autotrain-goodreads_without_bookid-2171169881", use_auth_token=True)

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

outputs = model(**inputs)