bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 1584456046
• CO2 Emissions (in grams): 1.8931

Validation Metrics

• Loss: 0.690
• Accuracy: 0.744
• Macro F1: 0.678
• Micro F1: 0.744
• Weighted F1: 0.739
• Macro Precision: 0.697
• Micro Precision: 0.744
• Weighted Precision: 0.738
• Macro Recall: 0.669
• Micro Recall: 0.744
• Weighted Recall: 0.744

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 AutoTrain"}' https://api-inference.huggingface.co/models/bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046", use_auth_token=True)

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

outputs = model(**inputs)