How to use yashasvijadav03/hinglish-intent-classifier with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("distilbert-base-multilingual-cased") model = PeftModel.from_pretrained(base_model, "yashasvijadav03/hinglish-intent-classifier")
How to use yashasvijadav03/hinglish-intent-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="yashasvijadav03/hinglish-intent-classifier")
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("yashasvijadav03/hinglish-intent-classifier", device_map="auto")
