Showroom/clothing_subcategory_classifier

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 63192135356
• CO2 Emissions (in grams): 1.8725

Validation Metrics

• Loss: 0.438
• Accuracy: 0.875
• Macro F1: 0.769
• Micro F1: 0.875
• Weighted F1: 0.871
• Macro Precision: 0.776
• Micro Precision: 0.875
• Weighted Precision: 0.873
• Macro Recall: 0.776
• Micro Recall: 0.875
• Weighted Recall: 0.875

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-clothing_categories-63192135356

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-clothing_categories-63192135356", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-clothing_categories-63192135356", use_auth_token=True)

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

outputs = model(**inputs)