This is same as default WF in ComfyUI, but it uses GGUF custom node. Basically, you can insert images, audio, and video into any frame, so anything is possible.
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Descripción de la fuente
This is same as default WF in ComfyUI, but it uses GGUF custom node. Basically, you can insert images, audio, and video into any frame, so anything is possible.
T2V, S2V, V2V, I2V First, last, middle frame.
voice clone: You can input a few seconds of audio, and then crop those same few seconds after the process is complete.
reference image: input a starting image and then instruct it to perform a completely different action. (However, the character descriptions remain the same.) Yes, this is what's called a failed I2V. Again, crop the initial image.
extend video: input the images and audio extracted from the video. It will be extended for the remaining length.
GGUF custom node:
Comentario generado por IA
Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.
Use the LTX 2.3 basic GGUF 720p workflow (v1.0), based on LTXV2, to create or extend video from text, images, audio, or video and produce saved video output; it supports T2V, S2V, V2V, and I2V with first-, last-, or middle-frame images.
The workflow requires ltx-2-19b-distilled.safetensors and ltx-2-19b-lora-camera-control-dolly-left.safetensors.
Voice-clone use takes a few seconds of audio and can crop those same seconds after processing; reference-image use takes a starting image plus an instruction for a different action, can crop the starting image, and keeps the character descriptions the same.
For video extension, provide images and audio extracted from a source video; the workflow extends the remaining length.
Before use, update the GGUF custom node and ComfyUI to the latest versions.
Sugerencia · sin verificar
Place text encoder-related files in ComfyUI\models\text_encoders, audio VAE files in ComfyUI\models\checkpoints, and the upscale model in ComfyUI\models\latent_upscale_models.
Sugerencia · sin verificar
Listed ComfyUI nodes include LTXVConditioning, LTXVImgToVideoInplace, LTXVPreprocess, LTXVAddGuide, LTXVCropGuides, LTXVSeparateAVLatent, LTXVConcatAVLatent, LTXVEmptyLatentAudio, EmptyLTXVLatentVideo, LoadImage, LoadAudio, CreateVideo, SaveVideo, VAELoader, VAEDecode, VAEDecodeT
Other listed ComfyUI nodes include DualCLIPLoaderGGUF, UnetLoaderGGUF, LoraLoaderModelOnly, KSampler, KSamplerSelect, SamplerCustomAdvanced, LTXVScheduler, LTXVLatentUpsampler, LatentUpscaleModelLoader, ImageScale, ImageScaleBy, CFGGuider, RandomNoise, TorchCompileModel, and the.
Listed model files include google_gemma-3-12b-it-qat-Q6_K.gguf, ltx-2-19b-distilled.safetensors, ltx-2.3-22b-distilled-Q6_K.gguf, LTX23_video_vae_bf16.safetensors, ltx-2-19b-ic-lora-pose-control.safetensors, ltx-2-19b-lora-camera-control-dolly-left.safetensors, and ltx-2-spatial-
For T2V, set bypass image on; for I2V, set bypass image off.
Sugerencia · sin verificar
Use the distilled model with distilled-embedding, or the dev model and dev-embedding with distilled-lora.
Sugerencia · sin verificar
For low-resolution output, you can bypass the upscale node and start with a lower length, perhaps 9.
Sugerencia · sin verificar
Before use, verify the listed node names and model filenames against what is installed in your ComfyUI setup.
Sugerencia · sin verificar
With a reference image, review whether the generated action matches your intent; the character descriptions remain the same.
Sugerencia · sin verificar
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Fuentes
1 fuenteExtractos de fuentes
2 extractosSource context: 6808 downloads · Type Workflows · Base model LTXV2
( Please update your GGUF node and ComfyUI to the latest versions. )
LTX2.3 and other: https://huggingface.co/unsloth/LTX-2.3-GGUF/tree/main
or
upscale model: https://huggingface.co/Lightricks/LTX-2.3/tree/main
text encoder:
Place the text encoder-related files here: ComfyUI\models\text_encoders
audio vae is here: ComfyUI\models\checkpoints
upscale model is here: ComfyUI\models\latent_upscale_models
Use the distilled model and distilled-embedding, or use the dev model and dev-embedding with distilled-lora.
T2V: set bypass image on
I2V: set bypass image off
You can bypass upscale node for lowres.
Try starting with a lower length (perhaps 9).
Requisito de VRAM estimado
Estimación no disponible
58,7 GB en 5 de 8 archivos de modelos. Total de archivos de modelos + 25 % de sobrecarga de carga + 2 GB de margen de ejecución, redondeado hacia arriba.
Requisitos
55 requisitosgoogle_gemma-3-12b-it-qat-Q6_K.gguf
No resueltoText encoder · Unknown
ltx-2-19b-distilled.safetensors
EncontradoVAE · 40.3 GB · SAFETENSORS · Hugging Face · Lightricks/LTX-2
LoRA · 624 MB · Hugging Face · Lightricks/LTX-2-19b-IC-LoRA-Pose-Control
LoRA · 312 MB · SAFETENSORS · Hugging Face · Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left
Upscaler · 950 MB · Hugging Face · Lightricks/LTX-2
ltx-2.3_text_projection_bf16.safetensors
No resueltoText encoder · Unknown
ltx-2.3-22b-distilled-Q6_K.gguf
EncontradoCheckpoint · 16.6 GB · Hugging Face · unsloth/LTX-2.3-GGUF
LTX23_video_vae_bf16.safetensors
Archivo sin verificarVAE · Unknown · LTX23 Video VAE Bf16.safetensors
CFGGuider
No resueltoPaquete de nodos · Unknown
CLIPTextEncode
PosiblePaquete de nodos · Unknown
ComfyMathExpression
No resueltoPaquete de nodos · Unknown
Source context: 6535 downloads · Type Workflows · Base model LTXV2
Paquete de nodos · Unknown
ConditioningZeroOut
PosiblePaquete de nodos · Unknown
CreateVideo
No resueltoPaquete de nodos · Unknown
DualCLIPLoaderGGUF
PosiblePaquete de nodos · Unknown
EmptyImage
PosiblePaquete de nodos · Unknown
EmptyLTXVLatentVideo
No resueltoPaquete de nodos · Unknown
FeatherMask
PosiblePaquete de nodos · Unknown
GetImageSize
PosiblePaquete de nodos · Unknown
ImageScale
PosiblePaquete de nodos · Unknown
ImageScaleBy
PosiblePaquete de nodos · Unknown
KSampler
PosiblePaquete de nodos · Unknown
KSamplerSelect
PosiblePaquete de nodos · Unknown
LatentComposite
PosiblePaquete de nodos · Unknown
LatentUpscaleModelLoader
No resueltoPaquete de nodos · Unknown
LoadAudio
PosiblePaquete de nodos · Unknown
LoadImage
PosiblePaquete de nodos · Unknown
LoraLoaderModelOnly
PosiblePaquete de nodos · Unknown
LTXVAddGuide
No resueltoPaquete de nodos · Unknown
LTXVAudioVAEDecode
No resueltoPaquete de nodos · Unknown
LTXVAudioVAEEncode
No resueltoPaquete de nodos · Unknown
LTXVAudioVAELoader
No resueltoPaquete de nodos · Unknown
LTXVConcatAVLatent
No resueltoPaquete de nodos · Unknown
LTXVConditioning
No resueltoPaquete de nodos · Unknown
LTXVCropGuides
No resueltoPaquete de nodos · Unknown
LTXVEmptyLatentAudio
No resueltoPaquete de nodos · Unknown
LTXVImgToVideoInplace
No resueltoPaquete de nodos · Unknown
LTXVLatentUpsampler
No resueltoPaquete de nodos · Unknown
LTXVPreprocess
No resueltoPaquete de nodos · Unknown
LTXVScheduler
No resueltoPaquete de nodos · Unknown
LTXVSeparateAVLatent
No resueltoPaquete de nodos · Unknown
MaskComposite
PosiblePaquete de nodos · Unknown
Paquete de nodos · Unknown
Paquete de nodos · Unknown
PrimitiveInt
No resueltoPaquete de nodos · Unknown
RandomNoise
No resueltoPaquete de nodos · Unknown
SamplerCustomAdvanced
No resueltoPaquete de nodos · Unknown
Paquete de nodos · Unknown
SetLatentNoiseMask
PosiblePaquete de nodos · Unknown
SolidMask
PosiblePaquete de nodos · Unknown
TrimAudioDuration
No resueltoPaquete de nodos · Unknown
UnetLoaderGGUF
PosiblePaquete de nodos · Unknown
VAEDecode
PosiblePaquete de nodos · Unknown
VAEDecodeTiled
PosiblePaquete de nodos · Unknown
VAELoader
PosiblePaquete de nodos · Unknown