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Audio-to-Audio Variation Mode — The Foundation-1 Generate node now accepts an optional audio input. Connect any ComfyUI AUDIO output (LoadAudio, previous generation, etc.) to create variations/interpretations guided by your prompt. Controlled by a new init_noise_level parameter (0.01–1.0): lower values stay close to the input, higher values produce more creative interpretations.
Bug Fixes
Fixed unload_after_generate CPU resume — The model was incorrectly resuming to CPU instead of CUDA on the second generation after offloading, producing silence. The device field now correctly preserves the original target device.
Fixed "Free Memory" button not working — ComfyUI's native "Free Memory" button now correctly fully unloads the model from RAM when unload_after_generate=True.
Improved memory cleanup — GPU memory cleanup now runs double garbage collection passes (handles objects whose destructors reference other collectible objects) and explicitly nulls out model sub-components (pretransform, conditioner, model backbone) before deletion.
Fixed misleading No module named 'stable_audio_tools' error — Both the loader and generator nodes now provide clear install instructions (pip install stable-audio-tools --no-deps) when the package is missing, instead of a bare import error.
Changed
offload_to_cpu() resets torch.compile state — Compiled model wrappers are cleared on offload to avoid stale cached graphs when resuming.