Validation Metrics

Loss: 0.595
Accuracy: 0.789
Macro F1: 0.575
Micro F1: 0.789
Weighted F1: 0.763
Macro Precision: 0.630
Micro Precision: 0.789
Weighted Precision: 0.775
Macro Recall: 0.588
Micro Recall: 0.789
Weighted Recall: 0.789

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 this product! One of my best purchases this year."}' https://api-inference.huggingface.co/models/madmancity/revmlc

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("madmancity/revmlc", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("madmancity/revmlc", use_auth_token=True)

inputs = tokenizer("I love this product! One of my best purchases this year.", return_tensors="pt")

outputs = model(**inputs)

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