README.md

metadata

tags: autonlp
language: en
widget:
  - text: I love AutoNLP 🤗
datasets:
  - kamivao/autonlp-data-cola_gram

Model Trained Using AutoNLP

• Problem type: Binary Classification
• Model ID: 208681

Validation Metrics

• Loss: 0.37569838762283325
• Accuracy: 0.8365019011406845
• Precision: 0.8398058252427184
• Recall: 0.9453551912568307
• AUC: 0.9048838797814208
• F1: 0.8894601542416453

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/kamivao/autonlp-cola_gram-208681

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("kamivao/autonlp-cola_gram-208681", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("kamivao/autonlp-cola_gram-208681", use_auth_token=True)

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

outputs = model(**inputs)