Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 89129143858
CO2 Emissions (in grams): 0.8352

Validation Metrics

Loss: 0.367
Accuracy: 0.952
Macro F1: 0.935
Micro F1: 0.952
Weighted F1: 0.951
Macro Precision: 0.952
Micro Precision: 0.952
Weighted Precision: 0.955
Macro Recall: 0.925
Micro Recall: 0.952
Weighted Recall: 0.952

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/yeye776/autotrain-intent-classification-6categories-roberta-89129143858

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("yeye776/autotrain-intent-classification-6categories-roberta-89129143858", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("yeye776/autotrain-intent-classification-6categories-roberta-89129143858", use_auth_token=True)

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

outputs = model(**inputs)