Transformers How to use codeShare/gemma-4-E2B-it-heretic-image-caption-adapter with Transformers:
# Use a pipeline as a high-level helper
# Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# pip install "transformers<5.0.0"
from transformers import pipeline
pipe = pipeline("image-to-text", model="codeShare/gemma-4-E2B-it-heretic-image-caption-adapter") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("codeShare/gemma-4-E2B-it-heretic-image-caption-adapter", device_map="auto") 
