How LTX 2.3 Reads Prompts
LTX 2.3 is a video generation model — unlike image models, it must understand not just what a scene looks like, but how it moves through time. Your prompt needs to describe motion, camera behaviour, and temporal flow explicitly.
Think of your prompt as a brief for a cinematographer and director combined. Describe the opening frame, what moves and how, camera action, and how the scene ends or transitions. Vague prompts produce static-looking or incoherent video — specificity is essential.
Prompt Structure
| Element | Purpose | Example |
|---|---|---|
| Opening Frame | Establish the first shot clearly | Opening on a rain-soaked neon-lit Tokyo alley at midnight |
| Subject Motion | What moves and how | a woman in a red coat walks slowly toward camera |
| Camera Movement | How the camera itself moves | slow dolly forward, slight downward tilt |
| Environmental Motion | Background and ambient movement | rain falling, steam rising from grates, neon signs flickering |
| Pacing / Duration Feel | Tempo of the clip | slow and contemplative, 5-second hold on the final frame |
| Visual Style | Overall look and grade | cinematic anamorphic, warm neon colour grade, film grain |
Camera Movement Keywords
Dolly / Track
- dolly in
- dolly out
- tracking shot left
- tracking shot right
- dolly forward
Pan / Tilt
- slow pan left
- slow pan right
- tilt up
- tilt down
- whip pan
Crane / Aerial
- crane up
- crane down
- drone pullback
- bird's eye descend
- aerial orbit
Handheld / Zoom
- handheld follow
- subtle handheld sway
- slow zoom in
- slow zoom out
- rack focus
Example Prompts
Tips & Best Practices
Describe the End Frame
Tell LTX how the clip should end: "ends on a static hold", "fades to black", "subject exits frame right". This prevents abrupt or random clip endings.
Name Every Moving Element
List all motion: subject movement, camera movement, and environmental movement separately. LTX needs all three described to feel alive.
Set the Pace Explicitly
Use pacing words: "slow and contemplative", "fast and urgent", "gradual and meditative". LTX adjusts motion speed and cut rhythm accordingly.
Avoid Multiple Scene Cuts
LTX 2.3 generates single continuous shots best. Don't describe multiple scenes or hard cuts in one prompt — keep to a single unbroken sequence.
Lighting Tells the Story
Describe how light behaves over time: "light flickers", "shadows lengthen", "sun breaks through cloud mid-shot". Temporal lighting sells the scene.
Reference Real Filmmakers
"In the style of Wong Kar-wai", "Tarkovsky-inspired long take", "Roger Deakins cinematography". LTX responds to directorial and cinematographic references.
Negative Prompts
Video negative prompts help avoid common generation failures like jumpiness, flickering, or incoherent motion.
Try It — Build Your Prompt
Fill in the fields below to assemble a prompt using LTX 2.3's recommended structure.
Prompt Builder
LTX 2.3 · structured formatWho/what, and where are they positioned in frame?
Explicit physical movements — use active verbs, no abstract concepts.
dolly in, pan right, tracking shot, static…
Materials, time of day, light sources — LTX excels at textures.
Synchronized sound — tone, dialogue, ambient noise.
Visual finish and tempo of the clip.
What to exclude.
Your LTX 2.3 Prompt: