readme: ---
  tags: autonlp
  language: en
  widget:
  - text: "I love AutoNLP 🤗"
  datasets:
  - idjotherwise/autonlp-data-reading_prediction
  ---
  
  # Model Trained Using AutoNLP
  
  - Problem type: Single Column Regression
  - Model ID: 172506
  
  ## Validation Metrics
  
  - Loss: 0.03257797285914421
  - MSE: 0.03257797285914421
  - MAE: 0.14246532320976257
  - R2: 0.9693824457290849
  - RMSE: 0.18049369752407074
  - Explained Variance: 0.9699198007583618
  
  ## 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/idjotherwise/autonlp-reading_prediction-172506
  ```
  
  Or Python API:
  
  ```
  from transformers import AutoModelForSequenceClassification, AutoTokenizer
  
  model = AutoModelForSequenceClassification.from_pretrained("idjotherwise/autonlp-reading_prediction-172506")
  
  tokenizer = AutoTokenizer.from_pretrained("idjotherwise/autonlp-reading_prediction-172506")
  
  inputs = tokenizer("I love AutoNLP", return_tensors="pt")
  
  outputs = model(**inputs)
  ```