gender_classifier – AI Model by Showroom | AlphaNeural AI

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Showroom/
gender_classifier

like

0

text-classification

Showroom/autotrain-data-gender

co2_eq_emissions

autotrain_compatible

endpoints_compatible

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Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 63465135479
CO2 Emissions (in grams): 2.4525

Validation Metrics

Loss: 0.762
Accuracy: 0.736
Macro F1: 0.629
Micro F1: 0.736
Weighted F1: 0.724
Macro Precision: 0.699
Micro Precision: 0.736
Weighted Precision: 0.742
Macro Recall: 0.617
Micro Recall: 0.736
Weighted Recall: 0.736

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/Showroom/autotrain-gender-63465135479

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-gender-63465135479", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-gender-63465135479", use_auth_token=True)

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

outputs = model(**inputs)