Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 60925134561
CO2 Emissions (in grams): 0.8692

Validation Metrics

Loss: 0.109
Accuracy: 0.972
Macro F1: 0.973
Micro F1: 0.972
Weighted F1: 0.972
Macro Precision: 0.973
Micro Precision: 0.972
Weighted Precision: 0.972
Macro Recall: 0.973
Micro Recall: 0.972
Weighted Recall: 0.972

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-product_categories-60925134561

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-product_categories-60925134561", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-product_categories-60925134561", use_auth_token=True)

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

outputs = model(**inputs)