How to use microsoft/paza-Phi-4-multimodal-instruct with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="microsoft/paza-Phi-4-multimodal-instruct", trust_remote_code=True)
# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("microsoft/paza-Phi-4-multimodal-instruct", trust_remote_code=True, device_map="auto")
https://huggingface.co/microsoft/paza-Phi-4-multimodal-instruct/resolve/main/figures/language_distribution.png
hf download hf://microsoft/paza-Phi-4-multimodal-instruct/figures/language_distribution.png
curl -L -o language_distribution.png https://huggingface.co/microsoft/paza-Phi-4-multimodal-instruct/resolve/main/figures/language_distribution.png
