calibrate ZeroGPU duration from measured runs; move theme to launch()

pin gradio 6.8.0 + transformers 4.57.6 (ltx-core needs transformers 4.x rope config)

fix: transformers 5.0.0 for huggingface-hub>=1.16 (gradio 6.26)

TCR script-driven audio-video demo

initial commit