Minimax Hailuo-2.3 Fast
Minimax Hailuo-2.3 Fast is the high-speed variant of the latest Hailuo model from Minimax, optimized for rapid content creation. It leverages the newest architecture while prioritizing quick turnaround times, making it ideal for iterative development, social media content, and real-time applications. This model is a must-have for creators who need to produce high-volume video content without getting bogged down by long rendering waits.
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Minimax Hailuo-2.3 Fast is the high-speed variant of the latest Hailuo model from Minimax, optimized for rapid content creation. It leverages the newest architecture while prioritizing quick turnaround times, making it ideal for iterative development, social media content, and real-time applications. This model is a must-have for creators who need to produce high-volume video content without getting bogged down by long rendering waits.
Connect Claude, Cursor, VS Code, or Codex to Layer’s MCP server and Minimax Hailuo-2.3 Fast 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 Minimax Hailuo-2.3 Fast to animate a torch-lit dungeon corridor with a slow dolly forward.”
execute_forge({
"base_model_id": "minimax-hailuo-2.3-fast",
"prompt": "A torch-lit dungeon corridor, slow dolly forward",
"batch_size": 1,
"duration_seconds": 6
})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/minimax-hailuo-2-3-fast/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 stringrequired
- Describe what to generate, or the change to make.
- prompt_enhancement enumdefault AUTOAUTO, OFF, STANDARD
- Let the model rewrite the prompt before generating.
- duration_seconds integerdefault 6
- Length of the generated clip, in seconds.
- guidance_file_first_frame file[]required
- The frame the video starts on
- prompt_language string
- The language the prompt is written in, so it reaches the model as you meant it.
Why use Minimax Hailuo-2.3 Fast for video?
High speed image to video conversion optimized for rapid iteration
Hailuo-2.3 Fast produces animated clips quickly while maintaining solid structure and readability. It is ideal for generating large volumes of UA hooks, event teasers, or shop animations on tight deadlines.
Improved temporal stability for a fast tier video model
Compared to earlier Fast tiers, motion is noticeably smoother with reduced jitter and fewer distortions. Characters, items, and backgrounds maintain consistent structure even during quick motion.
Strong detail retention for stylized and semi realistic game art
The model preserves essential linework, shading, and color accuracy from the source image. This makes Hailuo-2.3 Fast perfect for animating stylized characters, items, or backgrounds without losing intended artistic style.
Rapid UA creative testing and high volume generation
Create fast, lightweight 1 to 3 second ad hooks to test pacing, motion, and framing. Hailuo-2.3 Fast makes it easy to explore many creative angles before moving to higher fidelity models.
Quick LiveOps teasers and seasonal promotional loops
Animate themed items, character art, or event frames with clean, readable motion. Perfect for seasonal drops, mid cycle updates, and high frequency LiveOps pipelines.
Lightweight character and item reveal animations
Produce simple gesture loops, item spins, or cosmetic highlights with stable enough structure for shop displays and fast promotional content. Hailuo-2.3 Fast balances speed with clarity for rapid production needs.
FAQ
How much does Minimax Hailuo-2.3 Fast 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 Minimax Hailuo-2.3 Fast have?+
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