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sand ai magi-2 video generator
Describe a scene, get 1080P footage with matching audio. The sand ai magi-2 video generator blends cinematic camera work with fast, low-cost rendering.
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The sand ai magi-2 video generator: 114B of Knowledge, 6B of Compute
Sand.ai's preview build is a 114B-parameter engine for joint picture-and-sound creation that fires only 6B parameters per token. Its MagiMoE backbone — co-designed with the training stack and the data pipeline — writes visuals and audio in one stream, so lip-sync lands on the right syllable, performances feel alive, and camera moves read like a real shoot at a fraction of typical generation spend.
- 114B Parameters, 6B Fired per TokenMulti-Head Latent MoE keeps the full 114B knowledge pool on hand while lighting up only 6B parameters for each token — frontier-grade output at roughly a tenth of the usual compute bill.
- Picture and Sound From One StreamText, frames and audio enter the same Transformer from layer one, so dialogue, mouth shapes, gestures and sound effects stay locked together instead of being stitched afterwards.
- Camera Language, UnderstoodThe model reads shot size, framing, perspective and movement intent, then answers with zooms, tracking shots and orbits that follow the rhythm of real cinematography.
From Prompt to Finished Clip in Three Steps
Three quick steps take an idea to a finished 1080P clip with sound — no timeline editing, just the sand ai magi-2 video generator and your prompt.
Capabilities Behind the sand ai magi-2 video generator
Sparse-expert efficiency, joint picture-and-sound synthesis, expressive acting, tight lip-sync, film-style camera grammar and openly published weights — this preview charts a cheaper route to scaling video generation.
Twelve Heads, Independent Routing
A 3072-dim hidden state is split into 12 heads of 256 dims, each routing on its own across 3072 experts per layer, so capabilities mix at a fine grain without paying a heavy activation cost.
Acting That Reads as Human
Dialogue, singing and sudden emotional turns arrive with lip-sync, facial expression, eye movement and body language working together rather than drifting apart.
Sound Locked to Picture
Because one model draws both streams, speech lines up with mouths, actions land on their sound effects, and ambient audio stays consistent with the scene it belongs to.
Shot Grammar Built In
Scale, composition and perspective are part of the model's vocabulary, so zoom, tracking and orbiting moves come out with the pacing of a real camera crew.
Roughly a Tenth of the Bill
Ten seconds of 1080P footage costs about five jiao on 8x H100 hardware — low enough that high-volume production finally makes commercial sense.
Open Weights and Code
The first 100B-class MoE video model released with weights and code, free to inspect, fine-tune and build on — no black box, no lock-in.
Questions About the sand ai magi-2 video generator
Straight answers on what this model is, how it renders sound, and what you can realistically expect from a finished clip.
What exactly is the sand ai magi-2 video generator?
It is Sand.ai's MAGI-2 Preview: a 114B-parameter model that produces picture and sound together while spending only 6B parameters per token. The MagiMoE design, with Multi-Head Latent MoE, writes both streams in one pass.
How does it differ from other video models?
Most pipelines finish the visuals first and add audio later. This one treats text, frames and sound inside the same Transformer from the opening layer, which keeps audio-visual correspondence tight and holds activation cost near a tenth of mainstream models.
What output quality should I expect?
Clips render at up to 1080P with synced audio, and the model sits sixth on the AA video generation benchmark — close to the leading tier while running on just 6B active parameters.
Does it create audio as well as video?
Yes. Speech, singing and sound effects are produced in the same pass as the visuals, with mouths, gestures and audio feedback aligned to a high degree of fidelity.
Can I direct the camera movement?
You can. Shot size, framing, perspective and movement intent are all understood, so prompts for zooms, tracking shots and orbital moves come back with the pacing of real filming.
Are the model weights open?
They are. The model ships with open weights and code as the first 100B-level MoE video model of its kind, so you can explore it, fine-tune it and build on top of it.
Direct Your First Scene With the sand ai magi-2 video generator
Render 1080P footage with synced dialogue and film-style camera moves at a fraction of the usual cost — open weights, lifelike performances, and a first clip just one prompt away.