"""Run direct prompt-only Qwen3-VL H3 conditioning."""

import torch

from h3_blackwell_runtime.qwen3vl_text import Qwen3VLPromptConditioner


conditioner = Qwen3VLPromptConditioner(
    "/text-encoders/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",
    "/opt/h3-blackwell-runtime/qwen25_tokenizer",
)
states = conditioner("A brass-and-paper dragon flies above a rain-washed old city at blue hour.")
torch.cuda.synchronize()
print({"shape": tuple(states.shape), "dtype": str(states.dtype), "finite": torch.isfinite(states).all().item()})