Source: https://ltx.io/model/model-blog/ltx-2-3-prompt-guide
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LTX-2.3 responds best to detailed prompts that describe the full scene clearly, including subject, action, environment, lighting, camera movement, and audio. It is more faithful to prompt details than earlier versions, so specificity usually improves results.
Instead of writing:
a person walkingWrite something more like:
a young woman in a red coat walking briskly through a rain-soaked Tokyo street at night, neon reflections on wet pavement, handheld camera following from behind