Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 63190135345
CO2 Emissions (in grams): 0.4402

Validation Metrics

Loss: 0.745
Accuracy: 0.829
Macro F1: 0.550
Micro F1: 0.829
Weighted F1: 0.815
Macro Precision: 0.580
Micro Precision: 0.829
Weighted Precision: 0.811
Macro Recall: 0.543
Micro Recall: 0.829
Weighted Recall: 0.829

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"}' /static-proxy?url=https%3A%2F%2Fapi-inference.huggingface.co%2Fmodels%2FShowroom%2Fautotrain-beauty_categories-63190135345

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Showroom/autotrain-beauty_categories-63190135345", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Showroom/autotrain-beauty_categories-63190135345", use_auth_token=True)

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

outputs = model(**inputs)