LTX 2.3 I2V | Ollama Enhancer | I2V | 2 Pass and Upscale

LTX 2.3 I2V | Ollama LLM Enhancer | Dual Pass

Features:

Fairly simple Image 2 Video. This exact workflow is my own daily driver used for uploaded clips to Civitai.

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.

Runs without issues on a 12GB GPU with a Q8 GGUF model. Larger models would require at least 16GB VRAM.

Note: For the I2V Ollama enhancement, I'm using the qwen3-vl-abliterated-8b model myself.