mirror of
https://github.com/vladmandic/automatic
synced 2026-09-19 17:24:32 +02:00
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### Highlights for 2026-05-10
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*What's New?*
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- Image editing models now can work with multiple image inputs!
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- New models: *JoyAI Image Edit*, *Step1X-Edit*, *VIBE Image Edit* and *UltraFlux* plus enhanced capabilities for *Anima*, *Ernie-Image*, *LTX* and *Chroma* models
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- UI improvements accross the board: *Main panels*, *Gallery*, *Kanvas*, and more
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- Image editing models now can work with multiple image inputs!
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- New models: *HiDream-O1 Image*, *JoyAI Image Edit*, *Step1X-Edit*, *VIBE Image Edit* and *UltraFlux*
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- Enhanced capabilities for *Anima*, *Ernie-Image*, *LTX*, *Flux.2* and *Chroma* models
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- UI improvements accross the board: *Main panels*, *Gallery*, *Kanvas*, and more...
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For full details, see [ChangeLog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md)
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@@ -15,24 +16,7 @@ For full details, see [ChangeLog](https://github.com/vladmandic/automatic/blob/m
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### Details for 2026-05-10
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- **Features**
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- **Multi-image** workflows!
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for models that support multiple images as inputs, you can now add multiple stages in Kanvas
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prompts like "*place character from first image, add background from second image, render in style from third image*" are now possible
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- option *inputs -> skip processing* to force images to passed to model as-is without any pre-processing
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examples of models that support multi-inputs: *qwen-image-edit, flux.2, google-gemini*
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- **Anima** support for *img2img* and *inpaint* workflows
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- **Ernie-Image** add *LoRA* support, *img2img* and *inpaint* workflows
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- **LTX** support for *audio* generation
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- **Chroma** add *LoRA* support
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- **Prompt enhance** add info to image metadata
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- custom **VAE** loader for all pipelines
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*note*: vae still needs to be compatible with the model
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- [SD Ultimate Upscale](https://github.com/Coyote-A/ultimate-upscale-for-automatic1111)
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still a popular method for upscaling, but has not been updated nor maintained for a while
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so now its modernized and fully integrated as a built-in script!
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- **Models**
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HiDream-O1-Image is a natively unified image generative foundation model built on a Pixel-level Unified Transformer (UiT) without external VAEs or disjoint text encoders, which natively encodes raw pixels, text, and task-specific conditions in a single shared token space — supporting text-to-image, image editing, and subject-driven personalization at up to 2,048 × 2,048.
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- [HiDream-O1-Image](https://huggingface.co/HiDream-ai/HiDream-O1-Image) pixel-level unified transformer model support
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HiDream-O1 is based on a single custom *Qwen3-VL* 8.8B 35GB component
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includes both **HiDream-O1-Image** *(base)* and **HiDream-O1-Image-Dev** *(distilled*)* variants
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@@ -52,6 +36,24 @@ HiDream-O1-Image is a natively unified image generative foundation model built o
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*note* as with most multi-modal/unified models, it needs higher step count (recommended is 64 steps) and uses quite a lot of VRAM, so use with caution!
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- [Owen777 UltraFlux-v1](https://huggingface.co/Owen777/UltraFlux-v1) native 4K text-to-image model based on *FLUX.1-dev*
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*note*: UltraFlux is capable of rendering images up to 4K resolution, but it doesnt mean it will do that on any hardware - it will depend on your VRAM!
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- **Features**
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- **Multi-image** workflows!
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for models that support multiple images as inputs, you can now add multiple stages in Kanvas
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prompts like "*place character from first image, add background from second image, render in style from third image*" are now possible
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- option *inputs -> skip processing* to force images to passed to model as-is without any pre-processing
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examples of models that support multi-inputs: *qwen-image-edit, flux.2, google-gemini*
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- [SD Ultimate Upscale](https://github.com/Coyote-A/ultimate-upscale-for-automatic1111)
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still a popular method for upscaling, but has not been updated nor maintained for a while
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so now its modernized and fully integrated as a built-in script!
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- **LTX** support for *audio* generation
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- **Anima** support for *img2img* and *inpaint* workflows
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- **Ernie-Image** add native *LoRA* support, *img2img* and *inpaint* workflows
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- **Chroma** add native *LoRA* support
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- **Flux.2** add native *LoRA* support
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- **Prompt enhance** add info to image metadata
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- custom **VAE** loader for all pipelines
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*note*: vae still needs to be compatible with the model
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- **CivitAI** downloaded thumbnails now include metadata
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- **UI**
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- **Networks** using networks to load model or auto-download a reference model will now be reflected in the UI
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- ability to manually reorient *input/output* panels
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