Kling O3 4K Reference
Kling O3 4K Reference is the reference-guided variant of Kling's Omni 3 4K video model, generating native 3840x2160 video from reference images and element compositions. Supports up to 15-second clips with multi-shot prompting, optional first/last frames, and native audio. Ideal for character-consistent 4K storytelling without post-production upscaling.
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Kling O3 4K Reference is the reference-guided variant of Kling's Omni 3 4K video model, generating native 3840x2160 video from reference images and element compositions. Supports up to 15-second clips with multi-shot prompting, optional first/last frames, and native audio. Ideal for character-consistent 4K storytelling without post-production upscaling.
Connect Claude, Cursor, VS Code, or Codex to Layer’s MCP server and Kling O3 4K Reference becomes a tool your agent can reach for — it picks the parameters, runs the generation, and shows you the result in the conversation.
https://mcp.app.layer.ai/mcpAsk your agent
“Use Kling O3 4K Reference to animate a torch-lit dungeon corridor with a slow dolly forward.”
execute_forge({
"base_model_id": "kling-o3-4k-reference",
"prompt": "A torch-lit dungeon corridor, slow dolly forward",
"batch_size": 1,
"duration_seconds": 3
})Authenticate with a personal access token, post the model’s own form, and poll the inference until it completes. Every field below is accepted by this endpoint.
# Start the generation — returns an inference id straight away.
curl -X POST https://api.app.layer.ai/api/v2/workspaces/$WORKSPACE_ID/base-models/kling-o3-4k-reference/inferences \
-H "Authorization: Bearer $LAYER_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"prompt": "A torch-lit dungeon corridor, slow dolly forward"
}'
# Poll until status is "complete" — the response then carries the asset URLs.
curl https://api.app.layer.ai/api/v2/workspaces/$WORKSPACE_ID/inferences/$INFERENCE_ID \
-H "Authorization: Bearer $LAYER_TOKEN"- prompt arrayrequired
- Describe what to generate. Split it into shots to direct each part of the clip.
- aspect_ratio enumdefault LANDSCAPE_16_9LANDSCAPE_16_9, PORTRAIT_9_16, SQUARE
- The shape and size of the output.
- duration_seconds integerdefault 3
- Length of the generated clip, in seconds.
- generate_audio booleandefault false
- Add sound, generated with the video in the same pass.
- guidance_file_first_frame file[]
- The frame the video starts on
- guidance_file_last_frame file[]
- The frame the video ends on
- guidance_file_reference_image file[]
- Guides style and content without being modified
- prompt_language string
- The language the prompt is written in, so it reaches the model as you meant it.
Why use Kling O3 4K Reference for video?
Cinematic video generation
Kling O3 4K Reference creates high-fidelity video content suitable for trailers, gameplay previews, and marketing materials with temporal consistency.
Flexible input modes
Generate from text prompts, reference images, or existing video. Supports various aspect ratios and durations for different content needs.
Production-ready output
Clean motion, stable framing, and coherent transitions make outputs ready for direct use in UA campaigns and social content.
Game trailers and cinematic previews
Create attention-grabbing trailers and gameplay previews that showcase your game at its best. High temporal consistency ensures smooth, professional results.
UA video creative at scale
Generate dozens of video ad variants for A/B testing across platforms. Rapid iteration lets performance teams optimize creative angles quickly.
Character animations and in-game cinematics
Bring characters to life with animated sequences for cutscenes, promotional materials, and social content.
FAQ
How much does Kling O3 4K Reference cost? Is it free?+
How does Layer's pricing work?+
There are no seat fees, feature gates, or plans on Layer. Instead, our platform uses a consumption based system with Creative Units (CUs) with a flexible monthly subscription. Every generation on Layer (image, video, 3D, or audio) consumes a Creative Unit, and you only pay for what you create.
What Elo score does Kling O3 4K Reference have?+
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