Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 4021083

Validation Metrics

Loss: 0.6848716735839844
Accuracy: 0.8825910931174089
Macro F1: 0.41301646762109634
Micro F1: 0.8825910931174088
Weighted F1: 0.863740586166105
Macro Precision: 0.4129337301330573
Micro Precision: 0.8825910931174089
Weighted Precision: 0.8531335941587811
Macro Recall: 0.44466614072309585
Micro Recall: 0.8825910931174089
Weighted Recall: 0.8825910931174089

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/idrimadrid/autonlp-creator_classifications-4021083

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("idrimadrid/autonlp-creator_classifications-4021083", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("idrimadrid/autonlp-creator_classifications-4021083", use_auth_token=True)

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

outputs = model(**inputs)