How to use machinez/KnowLine-31B-Gen1-NVFP4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="machinez/KnowLine-31B-Gen1-NVFP4")
# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("machinez/KnowLine-31B-Gen1-NVFP4") model = AutoModelForMultimodalLM.from_pretrained("machinez/KnowLine-31B-Gen1-NVFP4", device_map="auto")
