Prompting Guide for LTX-2

To get the most out of the LTX-2 model, a strong prompt makes all the difference. The key is painting a complete picture of the story you’re telling — one that flows naturally from beginning to end and covers all the elements the model needs to bring your vision to life.

If you’re new to writing prompts for video generation, this guide will help you construct effective, production-ready prompts.

Table of Contents


Key Elements to Include

When writing a prompt, aim to include the following elements:

1. Establish the Shot

Use cinematography terms that match your intended genre. Include shot scale or category-specific characteristics to refine the visual style.

2. Set the Scene

Describe lighting conditions, color palette, surface textures, and atmosphere to establish mood and tone.

3. Describe the Action

Write the core action as a natural sequence, flowing clearly from beginning to end.

4. Define the Character(s)

Include age, hairstyle, clothing, and distinguishing features. Express emotion through physical cues, not abstract labels.

5. Identify Camera Movement(s)

Specify how and when the camera moves. Describing how subjects appear after the movement helps the model complete the motion accurately.

6. Describe the Audio

Clearly describe ambient sound, music, speech, or singing.

  • Place spoken dialogue in quotation marks
  • Specify language and accent if needed

For Best Results

  • Write your prompt as a single flowing paragraph
  • Use present tense verbs for action and movement
  • Match the level of detail to the shot scale
    (close-ups need more detail than wide shots)
  • Describe camera movement relative to the subject
  • Aim for 4–8 descriptive sentences
  • Iterate freely — LTX-2 is designed for fast experimentation

Additional Helpful Terms

This list is not exhaustive, but provides useful examples for shaping your results.

Categories

Animation

  • Stop-motion
  • 2D / 3D animation
  • Claymation
  • Hand-drawn

Stylized

  • Comic book
  • Cyberpunk
  • 8-bit pixel
  • Surreal
  • Minimalist
  • Painterly
  • Illustrated

Cinematic

  • Period drama
  • Film noir
  • Fantasy
  • Epic space opera
  • Thriller
  • Modern romance
  • Experimental film
  • Arthouse
  • Documentary

Visual Details

Lighting

  • Flickering candles
  • Neon glow
  • Natural sunlight
  • Dramatic shadows

Textures

  • Rough stone
  • Smooth metal
  • Worn fabric
  • Glossy surfaces

Color Palette

  • Vibrant
  • Muted
  • Monochromatic
  • High contrast

Atmosphere

  • Fog
  • Rain
  • Dust
  • Smoke
  • Particles

Sound and Voice

Ambient Settings

  • Coffeeshop noise
  • Wind and rain
  • Forest ambience with birds

Dialogue Style

  • Energetic announcer
  • Resonant voice with gravitas
  • Distorted radio-style
  • Robotic monotone
  • Childlike curiosity

Volume

  • Whisper
  • Mutter
  • Shout
  • Scream

Technical Style Markers

Camera Language

  • Follows
  • Tracks
  • Pans across
  • Circles around
  • Tilts upward
  • Pushes in / pulls back
  • Overhead view
  • Handheld movement
  • Over-the-shoulder
  • Wide establishing shot
  • Static frame

Film Characteristics

  • Film grain
  • Lens flares
  • Pixelated edges
  • Jittery stop-motion

Scale Indicators

  • Expansive
  • Epic
  • Intimate
  • Claustrophobic

Pacing & Temporal Effects

  • Slow motion
  • Time-lapse
  • Rapid cuts
  • Lingering shot
  • Continuous shot
  • Freeze-frame
  • Fade-in / fade-out
  • Seamless transition
  • Sudden stop

Visual Effects

  • Particle systems
  • Motion blur
  • Depth of field

What Works Well with LTX-2

StrengthDescription
Cinematic compositionsWide, medium, and close-up shots with thoughtful lighting, shallow depth of field, and natural motion
Emotive human momentsStrong single-subject emotional expressions, subtle gestures, and facial nuance
Atmosphere & settingFog, mist, golden-hour light, rain, reflections, ambient textures
Clear camera languageExplicit instructions like “slow dolly in” or “handheld tracking”
Stylized aestheticsPainterly, noir, analog film, fashion editorial, pixelated animation
Lighting & mood controlBacklighting, color palettes, rim light, flickering lamps

Voice Capabilities

  • Characters can talk and sing
  • Supports multiple languages

What to Avoid with LTX-2

AvoidWhy It Doesn’t Work
Internal emotional statesUse visual cues instead of labels like “sad” or “confused”
Text and logosReadable text is not currently reliable
Complex physicsChaotic motion can introduce artifacts (dancing is OK)
Overloaded scenesToo many characters or actions reduce clarity
Conflicting lightingMixed light logic confuses scene interpretation
Overcomplicated promptsStart simple and layer complexity gradually

Sample Prompts

Example 1

News video

Prompt:

EXT. SMALL TOWN STREET – MORNING – LIVE NEWS BROADCAST The shot opens on a news reporter standing in front of a row of cordoned-off cars, yellow caution tape fluttering behind him. The light is warm, early sun reflecting off the camera lens. The faint hum of chatter and distant drilling fills the air. The reporter, composed but visibly excited, looks directly into the camera, microphone in hand. Reporter (live): “Thank you, Sylvia. And yes — this is a sentence I never thought I’d say on live television — but this morning, here in the quiet town of New Castle, Vermont… black gold has been found!” He gestures slightly toward the field behind him. Reporter (grinning): “If my cameraman can pan over, you’ll see what all the excitement’s about.” The camera pans right, slowly revealing a construction site surrounded by workers in hard hats. A beat of silence — then, with a sudden roar, a geyser of oil erupts from the ground, blasting upward in a violent plume. Workers cheer and scramble, the black stream glistening in the morning light. The camera shakes slightly, trying to stay focused through the chaos. Reporter (off-screen, shouting over the noise): “There it is, folks — the moment New Castle will never forget!” The camera catches the sunlight gleaming off the oil mist before pulling back, revealing the entire scene — the small-town skyline silhouetted against the wild fountain of oil.

Example 2

Animation

Prompt:

The camera opens in a calm, sunlit frog yoga studio. Warm morning light washes over the wooden floor as incense smoke drifts lazily in the air. The senior frog instructor sits cross-legged at the center, eyes closed, voice deep and calm. “We are one with the pond.” All the frogs answer softly: “Ommm…” “We are one with the mud.” “Ommm…” He smiles faintly. “We are one with the flies.” A pause. The camera pans to the side towards one frog who twitches, eyes darting. Suddenly its tongue snaps out, catching a fly mid-air and pulling it into its mouth. The master exhales slowly, still serene. “But we do not chase the flies…” Beat. “not during class.” The guilty frog lowers its head in shame, folding its hands back into a meditative pose. The other frogs resume their chant: “Ommm…” Camera holds for a moment on the embarrassed frog, eyes closed too tightly, pretending nothing happened.