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)