Transformers How to use SaiPavanKumarMeruga/roberta-base-lora-sarcasm-classification with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="SaiPavanKumarMeruga/roberta-base-lora-sarcasm-classification") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("SaiPavanKumarMeruga/roberta-base-lora-sarcasm-classification")
model = AutoModelForSequenceClassification.from_pretrained("SaiPavanKumarMeruga/roberta-base-lora-sarcasm-classification", device_map="auto") 
