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

ElementPurposeExample
Opening FrameEstablish the first shot clearlyOpening on a rain-soaked neon-lit Tokyo alley at midnight
Subject MotionWhat moves and howa woman in a red coat walks slowly toward camera
Camera MovementHow the camera itself movesslow dolly forward, slight downward tilt
Environmental MotionBackground and ambient movementrain falling, steam rising from grates, neon signs flickering
Pacing / Duration FeelTempo of the clipslow and contemplative, 5-second hold on the final frame
Visual StyleOverall look and gradecinematic 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

Cinematic Scene
Opening on a rain-soaked neon-lit Tokyo alley at midnight. A woman in a long red coat walks slowly toward camera, hands in pockets, face partially obscured by an umbrella. Camera dollies slowly forward to meet her, with a slight downward tilt. Rain falls steadily, steam rises from iron grates at her feet, distant neon signs flicker in puddle reflections. Slow and contemplative pace. Cinematic anamorphic lens, warm neon colour grade — magenta, amber, deep blue — light film grain. The clip ends as she passes the camera, her face still unseen.
Nature / Landscape
Aerial drone shot pulling back and rising slowly from a dense autumn forest canopy. The trees are a patchwork of deep orange, amber and crimson. Morning mist hangs in the valleys between the hills. Camera rises steadily, revealing an increasingly vast landscape until a silver river becomes visible cutting through the forest far below. Golden hour warm light raking across the treetops. No sound implied, purely visual. Slow, majestic pacing. Drone cinematography style, natural colour grade, shallow atmospheric haze.
Action Sequence
Handheld tracking shot following a motorcycle courier weaving at speed through gridlocked city traffic on a wet road. Camera tracks from directly behind, keeping pace. Cars blur past on both sides. The courier leans into a sharp left turn, the camera follows with a natural sway. Puddles spray. Headlights and brake lights streak. Fast, urgent pacing. Shot on an action camera, slightly wide-angle, high contrast, desaturated tones with vivid red and white light trails. The clip ends as the courier disappears around a corner.

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.

Example Negative Prompt
static, no movement, flickering, jittery motion, morphing faces, dissolving objects, inconsistent lighting, blurry, low frame rate, choppy, watermark, text overlay, jump cuts

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 format

Who/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:

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