ó 3jÞ ãó|•SrSSKrSSKrSSKJr SSKJr \"SS9"SS55r\"S S9"S S 55r g) aùAudio-only (text-to-audio) mode for the LTX-2 audio/video model. The LTX-2 transformer in ComfyUI core (``comfy/ldm/lightricks/av_model.py``) already supports an audio-only path: every block reads ``run_vx``, ``a2v_cross_attn`` and ``v2a_cross_attn`` from ``transformer_options`` and skips the video self-attention/FFN and the audio<->video cross-attention when they are ``False``. These flags default to ``True``, so the model normally runs jointly. ``LTXVAudioOnlyModel`` flips those flags, which is the equivalent of the reference pipeline's ``video=None``: the audio is denoised with no dependence on the video latent, and the video stream is skipped for speed. Note: the model splits its input positionally into ``[video, audio]``, so the sampler still needs a (tiny) dummy video latent at index 0. Use ``LTXVAudioOnlyEmptyVideoLatent`` (a fixed 64x64 single-frame placeholder) joined with the audio latent via ``LTXVConcatAVLatent``. With ``LTXVAudioOnlyModel`` active that dummy video is never attended to. éN)Ú ModelPatcheré)Ú comfy_nodeÚLTXVAudioOnlyModel)ÚnamecóF•\rSrSr\S5rSrSrSrSr Sr S\ 4S jr S r g ) récó•SSSSS0400$)NÚrequiredÚmodelÚMODELÚtooltipz6The LTX-2 audio/video model to run in audio-only mode.©©Úss ÚH/home/wildlama/comfy/ComfyUI/custom_nodes/ComfyUI-LTXVideo/audio_only.pyÚ INPUT_TYPESÚLTXVAudioOnlyModel.INPUT_TYPESs,€ð ØØà!Ð#[ðððð  ð ó)r )r ÚpatchúLightricks/audioa«Run the LTX-2 audio/video model in audio-only mode for text-to-audio. Skips the video stream and disables the audio<->video cross-attention, so the generated audio does not depend on the video latent. The sampler still needs a minimal dummy video latent (EmptyLTXVLatentVideo at 64x64 length 1, joined with LTXVConcatAVLatent); it is never attended to. Remove or bypass this node to restore normal joint audio+video generation.r cód•UR5nURSnSUS'SUS'SUS'U4$)NÚtransformer_optionsFÚrun_vxÚa2v_cross_attnÚv2a_cross_attn)ÚcloneÚ model_options)Úselfr Ú new_modelrs rrÚLTXVAudioOnlyModel.patch7sJ€Ø—K‘K“Mˆ Ø'×5Ñ5Ð6KÑLÐØ(-ИHÑ%Ø05ÐÐ,Ñ-Ø05ÐÐ,Ñ-؈|ÐrrN)Ú__name__Ú __module__Ú __qualname__Ú__firstlineno__Ú classmethodrÚ RETURN_TYPESÚ RETURN_NAMESÚFUNCTIONÚCATEGORYÚ DESCRIPTIONrrÚ__static_attributes__rrrrrsA†àñ  óð  ð€LØ€LØ€HØ!€Hð Dðð˜<÷rÚLTXVAudioOnlyEmptyVideoLatentcó>•\rSrSr\S5rSrSrSrSr Sr Sr S r g ) r-é@có •S00$)Nr rrs rrÚ)LTXVAudioOnlyEmptyVideoLatent.INPUT_TYPESBs €à˜BÐÐr)ÚLATENT)ÚlatentÚgeneratera@Fixed minimal placeholder video latent for audio-only (text-to-audio) generation - a single 64x64 frame. LTX-2 needs a video latent at input index 0, but with LTXV Audio Only Model it is never attended to, so the dimensions are fixed (and hidden) to avoid confusion. Join it with the audio latent via LTXVConcatAVLatent.cór•[R"/SQ[RR 5S9nSU04$)N)ré€rér7)ÚdeviceÚsamples)ÚtorchÚzerosÚcomfyÚmodel_managementÚintermediate_device)rr3s rr4Ú<XVAudioOnlyEmptyVideoLatent.generateRs7€ô—’Ú Ü×)Ñ)×=Ñ=Ó?ñ ˆð˜FÐ#Ð%Ð%rrN) r"r#r$r%r&rr'r(r)r*r+r4r,rrrr-r-@s9†àñ óð ð€LØ€LØ€HØ!€Hð /ðõ&r) Ú__doc__Úcomfy.model_managementr<r:Úcomfy.model_patcherrÚnodes_registryrrr-rrrÚrDsWðñó&Û Ý,å&ñ Ð%Ñ&÷!ð!ó'ð!ñH Ð0Ñ1÷&ð&ó2ñ&r