LTX2.3 | Z-Image + Ollama T2I to I2V | 12GB Friendly — v1.0

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).

Object Detector · Hugging Face