Alibaba Multimodal

HappyHorse

Alibaba's next-generation multimodal video model with native audio-video co-generation. One unified model, four production-ready scenes β€” text, image, multi-image reference, and in-place video editing. Try it free on GPT Image 2.5 AI video generator.

About

About HappyHorse

HappyHorse is Alibaba's next-generation AI video model built on a native multimodal architecture. A single unified model covers four production scenarios β€” text-to-video, image-to-video, multi-image reference-to-video, and in-place video editing β€” with native audio-video synthesis, 720p/1080p output, and deep adaptation for advertising, e-commerce, short drama, and social creative content production.

About HappyHorse

Key Features of HappyHorse

Native Multimodal Architecture

Built from the ground up to co-generate audio and video, HappyHorse delivers synchronized motion and sound in a single pass β€” no post-production required.

4 Production Scenes in One Model

Text-to-video, image-to-video, multi-image reference-to-video, and in-place video editing are handled by a single unified model with one consistent prompt style.

Multi-Image Reference Control

Bind up to 5 reference images to guide characters, scenes, and props. Mix and match references to compose multi-element shots with strong consistency.

In-Place Video Editing

Replace subjects, outfits, or even the entire visual style while preserving the original camera motion, lighting, and composition β€” ideal for localization and creative remixes.

720p & 1080p Output

Choose between 720p for rapid iteration or 1080p for final delivery. Crisp detail, clean compression, and ready-to-publish quality for short drama and ads.

Deeply Tuned for Commercial Scenarios

HappyHorse is optimized for advertising, e-commerce, short drama, and social creatives β€” the content types that demand both polish and production speed.

HappyHorse Showcase

12 Real-world Cases

See HappyHorse in action across all four scenes: text, image, multi-image reference, and video editing.

3 Text-to-Video Cases

Generate video from pure text prompts with native audio

Text
1080p

β€œA Pixar-style short about a nervous little traffic cone who dreams of being a finish line pylon at a major race. Other cones mock its ambitions. A construction worker accidentally places it at a marathon finish line. The cone's painted face shifts from terror to joy as runners pass. Confetti falls on its cone head. Other cones watch on TV, inspired. Audio: Traffic sounds becoming crowd cheers, inspirational swelling music.”

Duration: 5s

Text
1080p

β€œ8mm vintage film style, grainy texture, slight light leaks. A group of friends laughing and running on a beach in the 1970s. Sun-drenched colors, nostalgic atmosphere, handheld camera shaking slightly. Authentic retro look.”

Duration: 5s

Text
1080p

β€œFirst-person POV (GoPro style), a high-speed mountain bike descent through a narrow, rocky forest trail. The camera vibrates with the bumps, trees rushing past in a blur. Intense sunlight filtering through the canopy. Adrenaline-pumping action, immersive sound of tires on gravel.”

Duration: 5s

3 Image-to-Video Cases

Animate still images into motion with synchronized sound

Image
1080p
1 Image

β€œTracking shot as the girl walks gracefully through the meadow. Her dress and hair flutter in the wind, and clouds drift slowly. Cinematic audio of soft footsteps on grass, rustling summer wind, and melodic bird calls.”

Duration: 5s

Image
1080p
1 Image

β€œFirst-person POV. The camera glides smoothly and continuously forward deep into the sci-fi corridor. Glowing neon lights pass by rapidly on both sides. Tiny glowing dust particles float in the illuminated air. Steady tracking shot, immersive atmosphere.”

Duration: 5s

Image
1080p
1 Image

β€œTime-lapse effect. The thick morning mist rolls and flows fluidly through the pine trees like a slow-moving river. The bright volumetric light rays shift their angle dynamically as the sun rises. Cinematic slow zoom in.”

Duration: 5s

3 Multi-Image Reference Cases

Combine up to 5 reference images into a coherent scene

Reference
1080p
ref 1
ref 2

β€œThe girl from Image 1 is jogging lightly through a sunlit forest. The glowing forest spirit from Image 2 playfully flies closely behind her like a small comet, leaving a faint luminous trail in the air. Golden light filters through the dense trees. Cinematic audio of soft, quick footsteps on grass, a gentle magical whoosh, and distant bird calls.”

Duration: 5s

Reference
1080p
ref 1
ref 2

β€œPlace the cotton doll from Image 1 into the vintage room from Image 2. The doll sits on the wooden workbench, gently swinging its legs, looking around curiously. Keep the lighting of Image 2 and the plush texture of Image 1 strictly consistent.”

Duration: 5s

Reference
1080p
ref 1
ref 2

β€œThe idol from Image 1 stands on the water stage from Image 2, directly in front of the giant glowing moon. The idol steps forward slowly, creating gentle ripples in the water, and raises the microphone to sing. The soft blue light from the moon reflects perfectly on the idol's outfit.”

Duration: 5s

3 Video Edit Cases

Replace subjects, styles, or elements while keeping camera motion

Video Edit
1080p
Source Video

β€œReplace the teenage boy in the video with SpongeBob SquarePants. He should retain his classic iconic look: a yellow rectangular sea sponge with large blue eyes, wearing a white collared shirt, red tie, and brown square pants. SpongeBob should be riding the skateboard naturally and performing the kickflip. Render him in a high-quality 3D realistic style to match the lighting and shadows of the real-world park background. Keep the original camera tracking and motion exactly the same.”

Video Edit
1080p
ref 1
Source Video

β€œReplace the grey hoodie and pants with the floral silk skirt from the reference image. The skirt should flow and sway naturally with the woman's walking and spinning motion. Keep her face, hair, and the living room background exactly the same.”

Video Edit
1080p
Source Video

β€œTransform the entire video into a vibrant Lego world. The person, the desk, and every object in the room should be constructed from high-quality plastic Lego bricks. Keep the original waving motion and spatial layout perfectly. The lighting should be bright and clean, like a professional Lego toy commercial.”

HappyHorse FAQ

HappyHorse FAQ

HappyHorse is Alibaba's next-generation multimodal video model with native audio-video co-generation and four production-ready scenes in a single unified model: text-to-video, image-to-video, multi-image reference, and in-place video editing. It is deeply adapted for advertising, e-commerce, short drama, and social creatives.

What Creators Say About HappyHorse

2,000+ Happy Users

"HappyHorse lets us produce product videos in four styles from a single brief β€” the multi-image reference scene is a massive time saver."

M

Mei Lin

E-commerce Creative Director

"One unified model for text, image, reference, and edit keeps our team's workflow tight. HappyHorse earned a permanent spot in our pipeline."

D

Daniel Park

Ad Agency Director

"HappyHorse lets us produce product videos in four styles from a single brief β€” the multi-image reference scene is a massive time saver."

M

Mei Lin

E-commerce Creative Director

"One unified model for text, image, reference, and edit keeps our team's workflow tight. HappyHorse earned a permanent spot in our pipeline."

D

Daniel Park

Ad Agency Director

Explore More AI Video Models

One Model, Four Video Scenes β€” Start Now

Text, image, reference, and edit β€” all in one unified generation. Try HappyHorse free.
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