knkarthick/samsum
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How to use Dhyanesh-AN/distilbart-samsum-lora with PEFT:
from peft import PeftModel
from transformers import AutoModelForSeq2SeqLM
base_model = AutoModelForSeq2SeqLM.from_pretrained("sshleifer/distilbart-cnn-12-6")
model = PeftModel.from_pretrained(base_model, "Dhyanesh-AN/distilbart-samsum-lora")This repository contains a LoRA adapter fine-tuned on the SAMSum dataset for dialogue summarization.
sshleifer/distilbart-cnn-12-6
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from peft import PeftModel
base = AutoModelForSeq2SeqLM.from_pretrained("sshleifer/distilbart-cnn-12-6")
tokenizer = AutoTokenizer.from_pretrained("sshleifer/distilbart-cnn-12-6")
model = PeftModel.from_pretrained(base, "username/distilbart-samsum-lora")