Transformers 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") 
