Blackfrost-AI

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STEP-5-PREVIEW-DERISKED-NVFP4

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# Gated model: Login with a HF token with gated access permission
hf auth login

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("image-text-to-text", model="Blackfrost-AI/STEP-5-PREVIEW-DERISKED-NVFP4", trust_remote_code=True)
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
pipe(text=messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("Blackfrost-AI/STEP-5-PREVIEW-DERISKED-NVFP4", trust_remote_code=True, device_map="auto")