Qwen Image Edit pipeline with FP8 Safetensors loading. Uses init_empty_weights for memory-efficient 40GB model loading. bf16 dtype to avoid ROCm crashes; falls back to math SDPA.
ROCm-safe bfloat16 inference with custom matmul attention. Automatic output directories, random seed, timing metadata.