README.md

metadata

tags: autonlp
language: en
widget:
  - text: I love AutoNLP 🤗
datasets:
  - severo/autonlp-data-sentiment_detection-3c8bcd36

Model Trained Using AutoNLP

debug - I want to update this model

• Problem type: Binary Classification
• Model ID: 1781580

Validation Metrics

• Loss: 0.16026505827903748
• Accuracy: 0.9426
• Precision: 0.9305057745917961
• Recall: 0.95406288280931
• AUC: 0.9861051024994563
• F1: 0.9421370967741935

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/severo/autonlp-sentiment_detection-1781580

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("severo/autonlp-sentiment_detection-1781580", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("severo/autonlp-sentiment_detection-1781580", use_auth_token=True)

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

outputs = model(**inputs)