Transformers How to use CollectionStudio/tipsv2-l14 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("zero-shot-image-classification", model="CollectionStudio/tipsv2-l14", trust_remote_code=True)
pipe(
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png",
candidate_labels=["animals", "humans", "landscape"],
) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModel
processor = AutoProcessor.from_pretrained("CollectionStudio/tipsv2-l14", trust_remote_code=True)
model = AutoModel.from_pretrained("CollectionStudio/tipsv2-l14", trust_remote_code=True, device_map="auto") 
