Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 614417501
CO2 Emissions (in grams): 1.6912535041856878

Validation Metrics

Loss: 1.305419921875
Accuracy: 0.5
Macro F1: 0.3333333333333333
Micro F1: 0.5
Weighted F1: 0.4444444444444444
Macro Precision: 0.375
Micro Precision: 0.5
Weighted Precision: 0.5
Macro Recall: 0.375
Micro Recall: 0.5
Weighted Recall: 0.5

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/billfrench/autonlp-cyberlandr-ai-4-614417501

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("billfrench/autonlp-cyberlandr-ai-4-614417501", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("billfrench/autonlp-cyberlandr-ai-4-614417501", use_auth_token=True)

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

outputs = model(**inputs)