metadata

tags: autonlp
language: en
widget:
  - text: I love AutoNLP 🤗
datasets:
  - abhishek/autonlp-data-fred2

Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 2682064

Validation Metrics

Loss: 0.4454168379306793
Accuracy: 0.8188976377952756
Precision: 0.8442028985507246
Recall: 0.7103658536585366
AUC: 0.8699702146791053
F1: 0.771523178807947

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/abhishek/autonlp-fred2-2682064

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-fred2-2682064", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-fred2-2682064", use_auth_token=True)

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

outputs = model(**inputs)