Modelpublic

Chijioke/autonlp-mono-625317956

sourceHugging Faceupdated 5y agoView on Hugging Face

0likes13downloads

Model Card

Model Trained Using AutoNLP

—Problem type: Multi-class Classification
—Model ID: 625317956
—CO2 Emissions (in grams): 1.1406456838043837

Validation Metrics

—Loss: 0.513037919998169
—Accuracy: 0.8982035928143712
—Macro F1: 0.7843756230226546
—Micro F1: 0.8982035928143712
—Weighted F1: 0.8891653474608059
—Macro Precision: 0.8210878091622635
—Micro Precision: 0.8982035928143712
—Weighted Precision: 0.8888857327766032
—Macro Recall: 0.7731018645485747
—Micro Recall: 0.8982035928143712
—Weighted Recall: 0.8982035928143712

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/Chijioke/autonlp-mono-625317956

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Chijioke/autonlp-mono-625317956", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Chijioke/autonlp-mono-625317956", use_auth_token=True)

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

outputs = model(**inputs)