Modelpublic

crcb/hateval_re

sourceHugging Faceupdated 4y agoView on Hugging Face

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Model Card

Model Trained Using AutoTrain

—Problem type: Binary Classification
—Model ID: 752122994
—CO2 Emissions (in grams): 5.301132895184483

Validation Metrics

—Loss: 0.7107211351394653
—Accuracy: 0.7529411764705882
—Precision: 0.7502287282708143
—Recall: 0.9177392277560157
—AUC: 0.8358316393336287
—F1: 0.8255726151522779

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/crcb/autotrain-hate_speech-752122994

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("crcb/autotrain-hate_speech-752122994", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("crcb/autotrain-hate_speech-752122994", use_auth_token=True)

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

outputs = model(**inputs)