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fxmarty/
tiny-testing-remote-code

Name: tiny-testing-remote-code
Rating: 2.5 (8 reviews)

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python

from transformers import AutoFeatureExtractor, AutoModelForImageClassification
from datasets import load_dataset
import torch

feature_extractor = AutoFeatureExtractor.from_pretrained("fxmarty/tiny-testing-remote-code")

model = AutoModelForImageClassification.from_pretrained("fxmarty/tiny-testing-remote-code", trust_remote_code=True)

dataset = load_dataset("huggingface/cats-image")
image = dataset["test"]["image"][0]

inputs = feature_extractor(image, return_tensors="pt")

with torch.no_grad():
    logits = model(**inputs).logits

# model predicts one of the 1000 ImageNet classes
predicted_label = logits.argmax(-1).item()
print(model.config.id2label[predicted_label])