LTX 2.3 I2V | Ollama LLM Enhancer | Dual Pass

Note: The v2 version has the basic LTX processing based on RuneXXX's full steps model and with optimized prompt enhancer for the INT8/ConvRot models.

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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.