LTX2.3 | Z-Image + Ollama T2I to I2V | 12GB Friendly

LTX 2.3 I2V | LLM Enhancer | T2I -> I2V | Detailer/Upscale

Features:

Turn any Text to Image to a Image 2 Video.

Z-Image T2V:

• Uses an initial relative simple prompt

• Enhances the prompt via Ollama

• Image selection (if more then 1 image is generated as draft)

• Details and Upscales (via SeedVR2) the selected image

LTX 2.3 I2V:

• Image and (short context) pro,mpt is sent to Ollama for enhanced prompt.

• Upscale sampler

Ollama part can be skipped by flipping the true/false switches. Same goes for the T2I part if you want to supply your own image.

Runs without issues on a 12GB GPU with a Q8 GGUF model.

Note: For both the T2V and I2V Ollama enhancement, I'm using the qwen3-vl-abliterated-8b model myself (still need to evaluate a Gemma based model).