Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 1104340243
CO2 Emissions (in grams): 27.982443349742287

Validation Metrics

Loss: 0.9584922790527344
Accuracy: 0.5843
Macro F1: 0.5801009597024507
Micro F1: 0.5843
Weighted F1: 0.5792137097243996
Macro Precision: 0.5897236028586046
Micro Precision: 0.5843
Weighted Precision: 0.5896188517045103
Macro Recall: 0.5857983081566331
Micro Recall: 0.5843
Weighted Recall: 0.5843

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/mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243", use_auth_token=True)

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

outputs = model(**inputs)