Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 63188135341
CO2 Emissions (in grams): 0.7156

Validation Metrics

Loss: 0.434
Accuracy: 0.901
Macro F1: 0.799
Micro F1: 0.901
Weighted F1: 0.898
Macro Precision: 0.887
Micro Precision: 0.901
Weighted Precision: 0.906
Macro Recall: 0.761
Micro Recall: 0.901
Weighted Recall: 0.901

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-accessories_categories-63188135341

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-accessories_categories-63188135341", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-accessories_categories-63188135341", use_auth_token=True)

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

outputs = model(**inputs)