HappyHorse 1.0 Edit

• 🎬 Video-to-video editing model from Alibaba
• 🎨 Transforms and restyles existing footage from prompts
• 🎯 The Edit variant of the HappyHorse 1.0 line
• 🏢 Part of Alibaba's generative video lineup
• ⚡ Built for clip-to-clip transformation workflows

Alibaba

Alibaba Group is a Chinese multinational technology company founded in 1999 and headquartered in Hangzhou, Zhejiang. Originally built around e-commerce and cloud computing, Alibaba has become one of the most prolific contributors to open-weight AI research,…

HappyHorse 1.0 Edit is Alibaba's video-to-video member of the HappyHorse 1.0 generation, released in April 2026 to handle clip transformation rather than generation from scratch. Where the line's other entry points start from a prompt or a still, this Edit model takes an existing video as its primary input and reshapes it — restyling, altering, or reworking the source footage according to your guidance — making it the go-to choice when you already have motion to build on.

It sits alongside the rest of the HappyHorse 1.0 family on Venice, which spans HappyHorse 1.0 text-to-video, HappyHorse 1.0 image-to-video, and HappyHorse 1.0 Reference. The line was subsequently extended by the HappyHorse 1.1 releases in June 2026, and the broader Alibaba catalogue includes the Wan video family and the Qwen text and image models, giving users a full spectrum of generative media tools.

Best suited for editorial and creative workflows where you need to transform footage you already have — applying new looks, styles, or modifications to source clips rather than synthesizing entirely new scenes.