Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 551215591
CO2 Emissions (in grams): 8.883161797287569

Validation Metrics

Loss: 0.08821876347064972
Accuracy: 0.969531605275125
Precision: 0.9734313841774404
Recall: 0.9710127780407004
AUC: 0.9949152422763072
F1: 0.9722205769116863

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/lucianpopa/autonlp-SST2-551215591

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("lucianpopa/autonlp-SST2-551215591", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("lucianpopa/autonlp-SST2-551215591", use_auth_token=True)

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

outputs = model(**inputs)