Chronological walk-through of how we moved away from Nano Banana Pro → Flux Klein and Seedance 2.0 → LTX 2.3 for specific pipelines Where this fits Dashreels is our content-consumption platform, supported by Frameo, our content-creation platform at scale. There are three buckets of content we create: 01 Originals New
We rebuilt multi‑identity image editing on Qwen Edit around global matching and reward-driven training If you’ve tried to edit images with multiple people, you’ve felt it: faces average together, attributes leak across subjects, and “who’s who?” becomes a guessing game. As the headcount grows, most pipelines
In our continuous effort to push the boundaries of controllable image generation, we've identified and addressed a critical gap in how current ControlNet models interact with the Flux pipeline. Despite the power of ControlNet, existing models — even when paired with Flux Ultra — fell short in several key areas
Introduction In the realm of AI-driven video creation, tools like Runway's Gen-3 Alpha Turbo and Kling have showcased the potential of keyframe-based generation, enabling smooth transitions between specified frames. Inspired by this approach, we present Hunyuan Keyframe LoRA, an open-source solution built upon the Hunyuan Video framework. This
While making comics using generative AI, achieving consistency in clothing and specific objects across panels is essential. It’s easier to do with characters and art style by using LoRAs. But it’s impractical to train a LoRA for clothing because using too many concept LoRAs together creates unwanted artefacts.