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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


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)
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Hosted inference API
Text Classification
This model can be loaded on the Inference API on-demand.

Dataset used to train severo/autonlp-sentiment_detection-1781580