Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 33199029
CO2 Emissions (in grams): 3.667033499762825

Validation Metrics

Loss: 0.32653310894966125
Accuracy: 0.9133333333333333
Precision: 0.9005847953216374
Recall: 0.9447852760736196
AUC: 0.9532488468944517
F1: 0.9221556886227544

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/bozelosp/autonlp-sci-relevance-33199029

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("bozelosp/autonlp-sci-relevance-33199029", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("bozelosp/autonlp-sci-relevance-33199029", use_auth_token=True)

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

outputs = model(**inputs)