Modelpublic

venetis/autotrain-disaster_tweets_autotrain-2730481027

sourceHugging Faceupdated 4y agoView on Hugging Face

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Model Card

Model Trained Using AutoTrain

—Problem type: Binary Classification
—Model ID: 2730481027
—CO2 Emissions (in grams): 3.2968

Validation Metrics

—Loss: 0.352
—Accuracy: 0.856
—Precision: 0.898
—Recall: 0.751
—AUC: 0.908
—F1: 0.818

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/venetis/autotrain-disaster_tweets_autotrain-2730481027

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("venetis/autotrain-disaster_tweets_autotrain-2730481027", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("venetis/autotrain-disaster_tweets_autotrain-2730481027", use_auth_token=True)

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

outputs = model(**inputs)