LTX-2.3-Transition-LORA

This LoRA is trained on top of **Lightricks/LTX-2.3** and is built with a custom training paradigm tailored for high-consistency video generation. It was originally optimized for **first-frame / last-frame guided transition videos**, but the same training strategy also gives it strong generalization in: - **First-to-last frame video generation** - **Text-to-video** - **Image-to-video** - **Stylized transformation and scene transition generation**