readme: ---
  tags: autonlp
  language: ja
  widget:
  - text: "I love AutoNLP 🤗"
  datasets:
  - abhishek/autonlp-data-japanese-sentiment
  ---
  
  # Model Trained Using AutoNLP
  
  - Problem type: Binary Classification
  - Model ID: 59362
  
  ## Validation Metrics
  
  - Loss: 0.13092292845249176
  - Accuracy: 0.9527127414314258
  - Precision: 0.9634070704982427
  - Recall: 0.9842171959602166
  - AUC: 0.9667289746092403
  - F1: 0.9737009564152002
  
  ## 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-japanese-sentiment-59362
  ```
  
  Or Python API:
  
  ```
  from transformers import AutoModelForSequenceClassification, AutoTokenizer
  
  model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-japanese-sentiment-59362", use_auth_token=True)
  
  tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-japanese-sentiment-59362", use_auth_token=True)
  
  inputs = tokenizer("I love AutoNLP", return_tensors="pt")
  
  outputs = model(**inputs)
  ```