<h3 id="ltx-2.3-i2v-or-ollama-llm-enhancer-or-dual-pass">LTX 2.3 I2V | Ollama LLM Enhancer | Dual Pass</h3>Note: The v2 version has the basic LTX processing based on <a rel="ugc" href="https://huggingface.co/RuneXX/LTX-2.3-Workflows/blob/main/LTX-2.3_-_I2V_T2V_Dev_Full-Steps.json">RuneXXX's full steps</a> model and with optimized prompt enhancer for the INT8/ConvRot models.===Features:Fairly simple Image 2 Video. This exact workflow is my own daily driver used for uploaded clips to Civitai.LTX 2.3 I2V:<ul><li>Image and (short context) pro,mpt is sent to Ollama for enhanced prompt.</li><li>Upscale sampler</li></ul>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.

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