Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 9522090

Validation Metrics

Loss: 0.3541755676269531
Accuracy: 0.8759671179883946
Macro F1: 0.5330133182738012
Micro F1: 0.8759671179883946
Weighted F1: 0.8482773065757196
Macro Precision: 0.537738108882869
Micro Precision: 0.8759671179883946
Weighted Precision: 0.8241048710814852
Macro Recall: 0.5316621214820499
Micro Recall: 0.8759671179883946
Weighted Recall: 0.8759671179883946

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/bshlgrs/autonlp-classification-9522090

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("bshlgrs/autonlp-classification-9522090", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("bshlgrs/autonlp-classification-9522090", use_auth_token=True)

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

outputs = model(**inputs)