Modelpublic

futuredatascience/welcome_message_prod

sourceHugging Faceupdated 4y agoView on Hugging Face

0likes10downloads

Model Card

Model Trained On Welcome Messages labeled by Catie

—Problem type: Binary Classification
—Model ID: 2125168670
—CO2 Emissions (in grams): 0.0042

Validation Metrics

—Loss: 0.244
—Accuracy: 0.958
—Precision: 0.938
—Recall: 1.000
—AUC: 0.970
—F1: 0.968

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/lucieackley/autotrain-welcome-msg-2125168670

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("lucieackley/autotrain-welcome-msg-2125168670", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("lucieackley/autotrain-welcome-msg-2125168670", use_auth_token=True)

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

outputs = model(**inputs)