alperiox/autonlp-user-review-classification-536415182

Model Trained Using AutoNLP

• Problem type: Multi-class Classification
• Model ID: 536415182
• CO2 Emissions (in grams): 1.268309634217171

Validation Metrics

• Loss: 0.44733062386512756
• Accuracy: 0.8873239436619719
• Macro F1: 0.8859416445623343
• Micro F1: 0.8873239436619719
• Weighted F1: 0.8864646766540891
• Macro Precision: 0.8848522167487685
• Micro Precision: 0.8873239436619719
• Weighted Precision: 0.8883299798792756
• Macro Recall: 0.8908045977011494
• Micro Recall: 0.8873239436619719
• Weighted Recall: 0.8873239436619719

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 AutoNLP"}' https://api-inference.huggingface.co/models/alperiox/autonlp-user-review-classification-536415182

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("alperiox/autonlp-user-review-classification-536415182", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("alperiox/autonlp-user-review-classification-536415182", use_auth_token=True)

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

outputs = model(**inputs)