README.md

metadata

tags: autonlp
language: en
widget:
  - text: I love AutoNLP 🤗
datasets:
  - Shuvam/autonlp-data-college_classification

Model Trained Using AutoNLP

• Problem type: Binary Classification
• Model ID: 164469

Validation Metrics

• Loss: 0.05527503043413162
• Accuracy: 0.9853049228508449
• Precision: 0.991044776119403
• Recall: 0.9793510324483776
• AUC: 0.9966895139869654
• F1: 0.9851632047477745

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/Shuvam/autonlp-college_classification-164469

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Shuvam/autonlp-college_classification-164469", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Shuvam/autonlp-college_classification-164469", use_auth_token=True)

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

outputs = model(**inputs)