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")
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