How to use anchitya/book-genre-classifier with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("distilbert-base-cased") model = PeftModel.from_pretrained(base_model, "anchitya/book-genre-classifier")
How to use anchitya/book-genre-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="anchitya/book-genre-classifier")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("anchitya/book-genre-classifier") model = AutoModelForSequenceClassification.from_pretrained("anchitya/book-genre-classifier", device_map="auto")
https://huggingface.co/anchitya/book-genre-classifier/resolve/main/tokenizer.json
hf download hf://anchitya/book-genre-classifier/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/anchitya/book-genre-classifier/resolve/main/tokenizer.json
