Model Trained Using AutoNLP

• Problem type: Binary Classification
• Model ID: 310939

Validation Metrics

• Loss: 0.027471264824271202
• Accuracy: 0.9931118314424635
• Precision: 0.946236559139785
• Recall: 0.88
• AUC: 0.9952871621621622
• F1: 0.911917098445596

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/fjarrett/autonlp-giveaway_detection_05-310939

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("fjarrett/autonlp-giveaway_detection_05-310939", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("fjarrett/autonlp-giveaway_detection_05-310939", use_auth_token=True)

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

outputs = model(**inputs)