0.1.7

Higgs_v3-TTS-ComfyUI v0.1.7

Added

• Added real ComfyUI/AIMDO DynamicVRAM support for the native Higgs v3 model and audio codec.
• Higgs model and codec weights now load CPU-first, then register through ComfyUI model management.
• Added Comfy-castable wrappers for Higgs/Qwen/codec modules so AIMDO can stage and page weights instead of force-preloading them.
• Added AIMDO-aware Whisper ASR staging:
  • Whisper loads on CPU first when AIMDO DynamicVRAM is active.
  • Whisper modules are converted for Comfy dynamic casting before registration.
  • Whisper now participates in ComfyUI memory management more correctly.

Fixed

• Fixed HiggsAudioV2TokenizerModel crashing during AIMDO registration because its .device property was read-only.
• Fixed ugly WhisperForConditionalGenerationComfyWritableDevice / codec class names in logs while keeping the writable device shim.
• Fixed partial-load cleanup so if codec registration fails after the main model loads, the already-loaded model is detached and cleaned up instead of lingering.
• Improved hard unload integration with ComfyUI native unload calls.
• Updated Whisper registration warning text to refer to ComfyUI memory management.

Changed

• Replaced the older custom/fake Higgs memory tracking path with ComfyUI’s real model patcher flow.
• Updated README and README_zh to document AIMDO DynamicVRAM behavior.
• Updated package metadata to v0.1.7.

Notes

• AIMDO DynamicVRAM can reduce live VRAM pressure by paging weights, but the recommended target remains 11 GB+ VRAM until lower-VRAM workflows are tested thoroughly.