CIVITAI / Workflows

LTX 2.3 Four-Image Reference Video Workflow

This workflow is designed for LTX 2.3 four-image reference video generation, allowing creators to build a continuous cinematic video from multiple visual references instead of relying on a single image or a text prompt alone. Its main purpose is to use four reference images as visual anchors for scene design, character appearance, product details, atmosphere, and motion continuity, then generate a coherent LTX 2.3 video with stronger control over identity, environment, and visual logic. The workflow uses LTX 2.3 Dev-Dare merged distilled components as the main video generation backbone, together with Gemma 3 text encoding, LTX audio / video latent routing, LTX video VAE decoding, and a custom sampler structure. It also includes enhancement routes such as LTX2.3 Crisp Enhance and VBVR I2V-style LoRA support, making it more suitable for controlled image-to-video generation where visual consistency matters. The key feature is the multi-reference guide structure. Four images can be loaded and processed separately, then resized and prepared through ImageResizeKJv2 and LTXVPreprocess. These references are injected into the generation process through LTXVAddGuideMulti. This gives the model more than one visual source to follow. One image can define the main subject, another can define the product, another can provide the scene or lighting mood, and another can guide the final visual style or atmosphere. The workflow also uses PromptRelayEncodeTimeline, which is important for video control. Instead of writing only one static prompt, the workflow can describe the video as a time-based sequence. The global prompt defines the overall scene, subject, atmosphere, and visual rules, while local prompts describe what happens in different time segments. This makes the final video more cinematic and less random, because the model receives both a stable visual concept and a clear temporal direction. In the uploaded setup, the workflow is structured around a polished beauty product showcase. The prompt describes a young adult East Asian woman presenting a blue skincare serum bottle in a clean studio or cinematic environment, with controlled camera movement, soft light, product visibility, and stable character performance. This shows the intended strength of the workflow: it is not only for abstract animation, but also for commercial-style video generation, product demonstra