LTX 2.3 Distillation 1.1 VBVR Multiple images first and last frames

This is a multi-image first-and-last-frame narrative video generation application based on LTX 2.3 + VBVR LoRA.

Users can upload the first frame, intermediate keyframes, and the last frame, combined with action prompts, allowing the model to generate coherent, highly-controlled, and loopable narrative videos across multiple images. This workflow does not just animate a single ordinary image; instead, it uses multiple keyframes to guide the video structure, enabling the model to more stably complete action designs such as "start-process-end-loop".

Features of this workflow:

• Primary image acts as the overall baseline image
• Multiple additional keyframes serve as intermediate action and end-frame guidance
• Internal use of VBVR LoRA to enhance action logic execution
• Internal use of multiple guide/upsample structures for subsequent refinement
• Finally outputting video via VHS_VideoCombine

Recommended usage:

• Upload 1 main reference image + 2 to 4 keyframe images
• Keep the same subject, style, and camera system across all images as much as possible
• Write prompts as action storyboards rather than just style words
• More suitable for motorcycles, character actions, combat, pose changes, and looping performances
• If making a looping video, the start and end poses must connect naturally

Recommended prompt writing style:

Keep the character and scene consistent first, then have the subject enter obvious action changes, move into climax actions, and finally return to a posture close to the initial one but slightly advanced, forming a natural loop.

The current positive prompt in your file is already a standard VBVR storyboard-style writing, including "Storyboard 1, Storyboard 2, Storyboard 3, Storyboard 4", and is an action design progressing in a clear sequence, which indicates its best usage is "writing narrative actions in segments".

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