A r/StableDiffusion workflow pairs an orbiting LoRA with first-and-last-frame control in MiniMax to get smooth 360-degree camera moves. Here is how it works and how small brands can use it for product video.
Published October 6, 2026. Workflow summary based on the Reddit post and LLM Daily.
It is a way to get a smooth 360-degree camera orbit around a still subject from an AI video model. The creator combined a LoRA trained on orbiting camera moves with MiniMax's first-and-last-frame control: you give the model where the shot starts and ends, and the LoRA pushes the camera to circle the subject between them. The post reached about 1,250 upvotes because orbits are one of the hardest shots to get right with AI video.
The Reddit thread: r/StableDiffusion: “Orbiting LoRA + First and Last Frame in MiniMax” (about 1,250 upvotes and 120 comments).
| Term | Meaning |
|---|---|
| LoRA | A small add-on file that teaches a big model one specific style or motion without retraining it. |
| Orbit shot | The camera circles around a subject that stays in place. |
| First and last frame | You supply the opening and closing images; the model fills in the motion between them. |
| Subject drift | The object slowly changes shape, color or position during the clip. |
A product spin on a product page or in an ad shows shape and finish better than a still. Traditionally that means a turntable and a photographer. With this workflow you can test the idea from two good product photos.
Be honest with it: AI-generated product video must show the real product accurately. Check colors, labels and proportions against the physical item before you publish, and don't use it to show features the product doesn't have.
Dooza's UGC Reel Creator turns your product photos and briefs into short-form videos for social and ads, with a person reviewing every clip before it goes out.
Dooza is an AI-native company that builds AI products and services for small businesses, from the Dooza Workforce app to the Dooza Agents platform. A Dooza engineer scopes your pilot on a free 30-minute call, and every product starts with a refundable pilot: 100% refund within 14 days. Book a free pilot call or see pricing.
A small add-on model trained on circular camera moves. Loaded into a video model, it pushes the camera to orbit around a still subject.
Provide a start frame and end frame of the subject from different angles, use an orbit LoRA or camera-control feature, prompt a slow steady orbit, and chain clips for a full rotation.
They are good for testing ideas and social content. For product pages, check every frame against the real product so colors, labels and proportions are accurate.
The model re-imagines the subject frame by frame. Matching start and end frames, simple backgrounds and prompts that say the subject stays still all reduce it.
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