interneuronai/asiancuisinefooddelivery_onlineorderclassification_bart

AsianCuisineFoodDelivery_OnlineOrderClassification

Description: Categorize online orders based on dish types, ingredients, or cooking methods to optimize food preparation processes, inventory management, and delivery logistics.

How to Use

Here is how to use this model to classify text into different categories:

    from transformers import AutoModelForSequenceClassification, AutoTokenizer
    
    model_name = "interneuronai/asiancuisinefooddelivery_onlineorderclassification_bart"
    model = AutoModelForSequenceClassification.from_pretrained(model_name)
    tokenizer = AutoTokenizer.from_pretrained(model_name)
    
    def classify_text(text):
        inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=True, max_length=512)
        outputs = model(**inputs)
        predictions = outputs.logits.argmax(-1)
        return predictions.item()
    
    text = "Your text here"
    print("Category:", classify_text(text))