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ThinkDiffusion
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LTX 2.3 Image-to-Video and Text-to-Video (Combo)

Create both from Image-to-Video and Text-to-Video using LTX 2.3

1.4k

Generates in about 2 mins 32 secs

Nodes & Models

CheckpointLoaderSimple
ltx-2.3/ltx-2.3-22b-dev.safetensors
LTXAVTextEncoderLoader
gemma_3_12B_it_fp4_mixed.safetensors
ltx-2.3/ltx-2.3-22b-dev.safetensors
LTXVAudioVAELoader
ltx-2.3/ltx-2.3-22b-dev.safetensors
LatentUpscaleModelLoader
ltx-2.3-spatial-upscaler-x2-1.0.safetensors
PrimitiveInt
KSamplerSelect
ManualSigmas
RandomNoise
Label (rgthree)
PrimitiveBoolean
LoadImage
LoraLoaderModelOnly
ltx-2.3-22b-distilled-lora-384.safetensors
Reroute
CLIPTextEncode
ComfyMathExpression
ImageResizeKJv2
LTXVConditioning
LTXVEmptyLatentAudio
EmptyLTXVLatentVideo
CFGGuider
LTXVPreprocess
LTXVImgToVideoInplace
LTXVConcatAVLatent
SamplerCustomAdvanced
LTXVSeparateAVLatent
LTXVCropGuides
LTXVLatentUpsampler
VAEDecodeTiled
LTXVAudioVAEDecode
CreateVideo
SaveVideo

This workflow uses LTX 2.3 to generate smooth, cinematic videos from either a single image or a text prompt. By providing an input image, a descriptive prompt, or both, the system creates dynamic animations while maintaining strong visual consistency and realism.

LTX 2.3 analyzes image composition, subjects, lighting, and depthβ€”or interprets the prompt to define the scene, atmosphere, and motion. It then generates coherent frame sequences with natural movement, including camera motion, environmental effects, and subtle subject animation.

How it works

  • Provide an image, a text prompt, or both

  • Describe the desired scene, motion, or behavior

  • Run the workflow

  • LTX 2.3 produces a fully animated, high-quality video

Key Features

  • Image-guided and text-driven video generation

  • Smooth, cinematic motion and transitions

  • Prompt-controlled scene dynamics and animation

  • High visual consistency and temporal stability

  • Realistic lighting, atmosphere, and environmental effects

  • Minimal setup: just an image, a prompt, or both

This workflow is ideal for creating cinematic visuals, storytelling scenes, realistic motion clips, and creative animations with minimal input.

Read more

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