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LTX-2 GGUF I2V image-to-video workflow with power lora loaders, good quality outputs — v1.0

first version of this workflow

Fuentecivitai.com/models/2313807
TareaMúltipleCapacidadesImagen a imagen · AmpliaciónFamiliaLTX-VideoVersiónRelease 2603201 — LTX-2 GGUF I2V Workflow.jsonVRAM estimadaNot yet characterizedUnratedcalidad

Perfil de ejecución

Acceso
Flujo externo
Estado
Publicado
Versión
LTX-2 GGUF I2V Workflow.json
Fuente
Civitai
Actualizado
3 nov 2026

What you need

Model files
20.7 GiB known subtotal

Remaining hardware or download-size estimates are not available yet.

Requisitos

Modelos

13

  • gemma_3_12B_it_fp8_e4m3fn.safetensors

    Archivo especificado

    Text encoder · 12.3 GB · Civitai · 2291679

  • ltx-2-19b-dev_Q8_0.gguf

    No resuelto

    Checkpoint · Unknown

  • ltx-2-19b-distilled-lora-384.safetensors

    Archivo especificado

    LoRA · 7.15 GB · Hugging Face · Lightricks/LTX-2

  • ltx-2-19b-embeddings_connector_dev_bf16.safetensors

    No resuelto

    Text encoder · Unknown

  • ltx-2-19b-ic-lora-detailer.safetensors

    No resuelto

    LoRA · Unknown

  • ltx-2-19b-lora-camera-control-dolly-in.safetensors

    No resueltoOpcional

    LoRA · Unknown

  • ltx-2-19b-lora-camera-control-dolly-left.safetensors

    Archivo observado en origenOpcional

    LoRA · 312 MB · SAFETENSORS · Unknown

  • ltx-2-19b-lora-camera-control-dolly-out.safetensors

    No resuelto

    LoRA · Unknown

  • ltx-2-19b-lora-camera-control-dolly-right.safetensors

    Archivo especificado

    LoRA · 312 MB · Hugging Face · MonsterMMORPG/Wan_GGUF

  • ltx-2-19b-lora-camera-control-static.safetensors

    Archivo especificadoOpcional

    LoRA · 2.06 GB · Hugging Face · MonsterMMORPG/Wan_GGUF

  • ltx-2-spatial-upscaler-x2-1.0.safetensors

    Encontrado

    Upscaler · 950 MB · SAFETENSORS · FP8 (unverified) · Hugging Face · Lightricks/LTX-2

  • LTX2_audio_vae_bf16.safetensors

    No resuelto

    VAE · Unknown

  • LTX2_video_vae_bf16.safetensors

    No resuelto

    VAE · Unknown

Paquetes de nodos

5

  • comfyui-kjnodes

    Encontrado

    Paquete de nodos · Registry

  • GGUFLoaderKJ

    Encontrado

    Paquete de nodos · Unknown

  • Power Lora Loader (rgthree)

    Encontrado

    Paquete de nodos · Unknown

  • VAELoaderKJ

    Encontrado

    Paquete de nodos · Unknown

  • VHS_VideoCombine

    Posible

    Paquete de nodos · Unknown

Comentario generado por IA

Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.

Propósito

  • This workflow turns an input image into a video with LTX-2 GGUF image-to-video processing. It includes power LoRA loaders and tiled VAE decoding, and can use camera, SFW, or NSFW LoRAs.

Flujo

  • The workflow uses KJNodes to load the VAE and GGUF.

  • Stage 2 includes a detailer LoRA that can be switched on or off.

Entradas y salidas

  • Input: an image. Output: a video.

Configuración inicial

  • The workflow is listed on Civitai by Sexgod1979 and uses LTXV as its base model.

Dependencias

  • The workflow names these model files: gemma_3_12B_it_fp8_e4m3fn.safetensors, ltx-2-19b-dev_Q8_0.gguf, ltx-2-19b-distilled-lora-384.safetensors, and ltx-2-19b-embeddings_connector_dev_bf16.safetensors.

  • It also names ltx-2-spatial-upscaler-x2-1.0.safetensors, LTX2_audio_vae_bf16.safetensors, and LTX2_video_vae_bf16.safetensors.

  • The named node pack is comfyui-kjnodes.

Configuración

  • Load camera LoRAs on the subgraph, along with any SFW or NSFW LoRAs you want to use.

    Sugerencia · sin verificar

  • In stage 2, toggle the detailer LoRA on or off.

    Sugerencia · sin verificar

  • Try changing the stage 1 scheduler from 20 to 40 steps to compare changes in video output quality.

    Sugerencia · sin verificar

Precauciones

  • Before use, verify that ltx-2-19b-embeddings_connector_dev_bf16.safetensors, LTX2_audio_vae_bf16.safetensors, and LTX2_video_vae_bf16.safetensors are available.

    Sugerencia · sin verificar

  • No license is specified for this workflow.

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Fuentes

1 fuente
CivitaiPrincipalVersión 2603201
civitai.com/models/2313807

Verificado 3 nov

Workflow instructions

Author notes from LTX-2 GGUF I2V Workflow.json · selected release

Width & height settings must be divisible by 32 + 1. Frame count must be divisible by 8 + 1. Running with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. By default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU.

Author notes from LTX-2 GGUF I2V Workflow.json · selected release

Doubleclick the Text to Video subgraph and find the model loaders section to modify what models get loaded to suit your needs. You will find the lora model loaders there as well for cameras and other needs

Author notes from LTX-2 GGUF I2V Workflow.json · selected release

# Using LoRAs **Ctrl + B to enable** For the camera LoRA we recommend setting strength = 1 You can use LTX [Ready to use camera LoRAs](https://huggingface.co/collections/Lightricks/ltx-2) You can load any SFW/NSFW Loras here. Detailer lora can be loaded or not loaded in Stage 2 Use a second LoRa only when the details are important in the LoRa.

Download files

Artefactos del modelo

2 artefactos

ltx2GGUFI2VImageToVideo_v10.zip

zip · 10,1 KB · SHA-256 862bc1c47b41…9a1b · Civitai

Download file

LTX-2 GGUF I2V Workflow.json

json · 55,5 KB · SHA-256 f6a71ff02dfe…ff35

Download file

Extractos de fuentes

3 extractos
Note3 novcivitai.com/models/2313807

Source context: 2251 downloads · Type Workflows · Base model LTXV

Note5 octcivitai.com/models/2313807

Source context: 2188 downloads · Type Workflows · Base model LTXV

Note19 julcivitai.com/models/2313807

Source context: 1957 downloads · Type Workflows · Base model LTXV