How to use chandra1976/vit-finetuned-chessman2 with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("google/vit-base-patch16-224-in21k") model = PeftModel.from_pretrained(base_model, "chandra1976/vit-finetuned-chessman2")
How to use chandra1976/vit-finetuned-chessman2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="chandra1976/vit-finetuned-chessman2") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("chandra1976/vit-finetuned-chessman2") model = AutoModelForImageClassification.from_pretrained("chandra1976/vit-finetuned-chessman2", device_map="auto")
