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Kimi K3 AI Video Generator
Turn text and images into cinematic AI video with Kimi K3 AI Video Generator — open-source, multimodal, and built for long-form storytelling.
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A Deeper Look at the Kimi K3 AI Video Generator
Powered by Kimi's flagship model, the Kimi K3 AI Video Generator packs 2.8 trillion parameters — the first open-weight model released at this scale. Its KDA hybrid linear attention and native visual perception read text, stills, and video frames together, holding a story together across a one-million-token context window.
- 2.8T Parameter DepthAt 2.8 trillion parameters, this engine reasons through intricate plots and multi-layered scripts that lighter models simply cannot hold in mind.
- Reads Images and Frames NativelyDrop in screenshots, reference photos, or extracted video frames, and the Kimi K3 AI Video Generator grounds every shot in what it actually sees.
- Consistency Across Long ProjectsA one-million-token memory keeps characters, style, and pacing aligned from the opening shot to the closing scene of a multi-part project.
Three Steps to Video with the Kimi K3 AI Video Generator
From rough idea to finished clip: a short, guided workflow for building coherent long-form video with the Kimi K3 AI Video Generator.
What the Kimi K3 AI Video Generator Does Best
Trillion-parameter reasoning, a million-token memory, native vision, and tool-use APIs come together in the Kimi K3 AI Video Generator — a practical engine for long tutorials, visual stories, and agent-driven editing.
2.8T-Parameter Reasoning
Built on the largest open-weight model released to date, it untangles dense scripts and multi-thread plots with unusual depth.
A Million Tokens of Memory
Hour-long scripts, sprawling multi-scene arcs, and code-driven pipelines all stay in view, so the Kimi K3 AI Video Generator never loses the thread.
Vision-Aware Inputs
Send images, screenshots, or video straight in — the Kimi K3 AI Video Generator plans scenes around what the footage actually shows.
JSON Outputs and Function Calling
Schema-validated responses and callable tools let you wire the Kimi K3 AI Video Generator directly into an automated production pipeline.
KDA Attention Design
Kimi Delta Attention with Attention Residuals keeps signal quality high through deep layers, which translates into steadier video output.
Open Weights, Your Rules
Full weights are available, so teams can self-host, fine-tune, and fold the Kimi K3 AI Video Generator into their own custom video stack.
Kimi K3 AI Video Generator: Common Questions
Straight answers about the Kimi K3 AI Video Generator — what it runs on, what you can feed it, and how it fits into a real production workflow.
So what is the Kimi K3 AI Video Generator?
It is an AI video creation tool built on Kimi's flagship 2.8-trillion-parameter multimodal model — the first open-weight model of this size — with native vision and a one-million-token context window.
How does Kimi K3 differ from other video models?
KDA hybrid linear attention and Attention Residuals keep long sequences stable, while native vision input lets the Kimi K3 AI Video Generator treat screenshots and video frames as creative references.
Which inputs can I feed it?
Text prompts, image files or base64 images, video clips, and structured data. Its multimodal vision reads visual references right alongside your written instructions.
How much can it hold in one session?
The one-million-token window means full scripts, multi-scene narratives, and extended code-driven sequences can all live inside a single Kimi K3 AI Video Generator session.
Can it plug into my existing pipeline?
Absolutely. OpenAI-compatible endpoints, JSON Schema outputs, function calling, dynamic tool loading, and streaming support make the Kimi K3 AI Video Generator easy to slot into an existing workflow.
Is it open source?
Yes — full model weights are being released by July 27, 2026, and the model supports self-hosting, LoRA fine-tuning, and standard API integration.
Start Creating with the Kimi K3 AI Video Generator
Bring your boldest video ideas to life with the first open-weight 2.8-trillion-parameter model. The Kimi K3 AI Video Generator is ready when you are.