This workflow provides an easy-to-use image-to-video solution for LTX 2.3, designed to work seamlessly with the distilled LoRA model. It focuses on high-quality, realistic output, with the first-stage scheduler's...
Runtime profile
Source description
This workflow provides an easy-to-use image-to-video solution for LTX 2.3, designed to work seamlessly with the distilled LoRA model. It focuses on high-quality, realistic output, with the first-stage scheduler's sigma values finely optimized for best performance.
Subgraphs are used to keep the main workflow streamlined and easy to navigate. A live preview is displayed during generation, allowing you to monitor progress and stop the process early if desired. Additionally, the first-stage video can be decoded for quick previewing. This feature lets you watch a lower-resolution version of the final video and cancel immediately if the result doesn’t meet expectations.
As the distilled LoRA already delivers impressive quality in the first stage, you can skip the second stage entirely if your hardware has limited performance. An optional color-correction node is included to compensate for LTX’s tendency to introduce subtle color and lighting shifts, ensuring consistent visual quality.
Sources
1 sourceSource excerpts
2 excerptsSource context: 20778 downloads · Type Workflows · Base model LTXV 2.3
Estimated VRAM requirement
Estimate unavailable
24.2 GB across 3 of 8 model files. Model file total + 25% loading overhead + 2 GB execution buffer, rounded up.
Requirements
17 requirementsgemma_3_12B_it_fp4_mixed.safetensors
File unverifiedText encoder · Civitai · 2817877
Checkpoint · 23.3 GB · SAFETENSORS · Hugging Face · kijai/ltx2.3_comfy
Upscaler · 950 MB · Hugging Face · Lightricks/LTX-2
ltx-2.3_text_projection_bf16.safetensors
Not resolvedText encoder · Unknown
ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors
Not resolvedLoRA · Unknown
LTX23_audio_vae_bf16.safetensors
Not resolvedVAE · Hugging Face
LTX23_video_vae_bf16.safetensors
File unverifiedVAE · Hugging Face · LTX23 Video VAE Bf16.safetensors
VAE · 22.4 MB · Hugging Face · Karam98/tae-ltx2
Node pack · Registry
Node pack · Registry
Source context: 20741 downloads · Type Workflows · Base model LTXV 2.3
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
was-ns
Not resolvedNode pack · Registry