Transformers How to use 17slever17/Qwen3-ForcedAligner-Ultra with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="17slever17/Qwen3-ForcedAligner-Ultra") # Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("17slever17/Qwen3-ForcedAligner-Ultra")
model = AutoModelForMultimodalLM.from_pretrained("17slever17/Qwen3-ForcedAligner-Ultra", device_map="auto") 
