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FLUX

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  1. ResearchReach 36

    SEGA helps diffusion models output 4K images without retraining

    Researchers just introduced SEGA, a training-free method that lets diffusion transformers generate coherent images far beyond their original training resolution. By dynamically scaling RoPE embeddings according to spatial-frequency energy at each denoising step, it balances global layout with fine textures. It means existing models like Flux can output 4096×4096 visuals without costly fine-tuning.

  2. ResearchReach 36

    ByteDance teaches image models left from right with spatial rewards

    ByteDance researchers introduced a spatial reward modeling framework alongside SpatialScore, fixing a stubborn flaw where image generators mix up object positions. By training on over 80,000 spatial preference pairs, the method helps models like Flux follow complex layout prompts. The team plans to open-source the dataset and weights soon.

  3. IndustryReach 47

    Meta cuts $140M deal with Black Forest Labs

    Meta just signed a two-year deal worth $140 million with German startup Black Forest Labs to license its Flux image generation technology. The contract is backloaded, with Meta paying $35 million in year one and $105 million in year two. Why it matters: Following its recent Midjourney pact, Meta is pouring serious cash into leading visual labs to supercharge its creative tools.

  4. AI toolsReach 41

    LMSYS pits top image generators against each other in Image Arena

    lmarena.ai just launched Image Arena, bringing blind side-by-side battles to AI image generation. Users enter a prompt to get two anonymous outputs from models like FLUX, Stable Diffusion, DALL-E, Recraft, and Ideogram, then vote for the winner ahead of an upcoming leaderboard.

  5. Generative mediaReach 38

    Krea drops free Flux image prompts

    Krea just rolled out Flux image prompts, allowing creators to condition their image generations using reference pictures. The added image-to-image steering is completely free for everyone to use.

  6. Generative mediaReach 41

    Black Forest Labs drops Flux 1.1 Pro and a dev API

    Black Forest Labs just launched Flux 1.1 Pro, an updated image generation model claiming six times faster generation speeds alongside improved visual quality and prompt adherence. The startup also launched a beta API, letting developers integrate the Flux model suite into their apps via its platform or partners like Replicate.

  7. Generative mediaReach 37

    Custom fonts are coming to AI images

    Hobbyists just figured out how to inject custom typography directly into AI-generated images using the new Flux model. By training custom LoRA adapters, users can now render specific typefaces onto objects like chalkboards or business cards with surprising precision. While text in AI art used to be pure gibberish, Flux is turning in-scene lettering into a controllable design tool.