Using LoRAs in Scope
LoRA (Low-Rank Adaptation) adapters allow you to customize the concepts and styles used in your generations. Scope supports loading one or multiple LoRAs to fine-tune your output.Pipeline Compatibility
Different pipelines support different LoRA model types. Make sure you download LoRAs that match your pipeline:| Pipeline | Compatible LoRAs |
|---|---|
| StreamDiffusion V2 | Wan2.1-T2V-1.3B |
| LongLive | Wan2.1-T2V-1.3B |
| RewardForcing | Wan2.1-T2V-1.3B |
| MemFlow | Wan2.1-T2V-1.3B |
| Krea Realtime | Wan2.1-T2V-14B |
Krea Realtime uses the larger 14B model, so it requires different LoRAs than the other pipelines.
Recommended LoRAs
Here are some LoRAs to get you started:For 1.3B Pipelines (StreamDiffusion V2, LongLive, RewardForcing, MemFlow)
For 14B Pipeline (Krea Realtime)
Origami
Paper-craft folded aesthetic
Film Noir
Classic black-and-white cinema style
Pixar
3D animated movie aesthetic
Downloading LoRAs
Scope supports LoRAs from popular hubs like HuggingFace and CivitAI. The download process differs depending on whether you’re running Scope locally or in the cloud.- Local Installation
- Cloud (RunPod)
When running Scope on your local machine, you can download LoRA files directly through your browser.
From HuggingFace
From CivitAI
Loading LoRAs
Once downloaded, your LoRAs will appear in the Scope interface under the LoRA section. You can:- Load multiple LoRAs simultaneously for combined effects
- Adjust the scale of each LoRA to control its influence
- Hot-swap LoRAs without restarting the pipeline (in runtime mode)
For runtime LoRA scale adjustments, load your pipeline with
lora_merge_mode: "runtime_peft". This enables dynamic scale updates but may slightly reduce FPS compared to permanent merge mode.Try Community Examples
Want to see LoRAs in action? Check out this walkthrough from the Community Hub:From Photorealistic to Pixar in Real-Time
Watch how a single LoRA transforms a puppy scene from photorealistic to Pixar animation style - includes downloadable timeline files