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https://github.com/vladmandic/automatic
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update changelog and todo
Signed-off-by: vladmandic <mandic00@live.com>
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@@ -12,7 +12,7 @@
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*note*: audio generation and upsampling are not yet supported (soon)
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- [GLM-Image](https://huggingface.co/zai-org/GLM-Image)
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GLM-image is a new image generation model that adopts a hybrid autoregressive with diffusion decoder architecture
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available in both *original* and *sdnq-dynamic prequantized* variants
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available in both *original* and *sdnq-dynamic prequantized* variants, thanks @CalamitousFelicitousness
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*note*: model requires usage of `--new` flag to install pre-release versions of required package
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- [Nunchaku Z-Image Turbo](https://huggingface.co/nunchaku-tech/nunchaku-z-image-turbo)
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- **Feaures**
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@@ -13,9 +13,7 @@
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- Deploy: Create executable for SD.Next
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- Feature: Integrate natural language image search
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[ImageDB](https://github.com/vladmandic/imagedb)
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- Feature: Transformers unified cache handler
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- Feature: Remote Text-Encoder support
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- Refactor: [Modular pipelines and guiders](https://github.com/huggingface/diffusers/issues/11915)
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- Refactor: move sampler options to settings to config
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- Refactor: [GGUF](https://huggingface.co/docs/diffusers/main/en/quantization/gguf)
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- Feature: LoRA add OMI format support for SD35/FLUX.1
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@@ -28,20 +26,26 @@
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- Engine: [mmgp](https://github.com/deepbeepmeep/mmgp)
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- Engine: [sharpfin](https://github.com/drhead/sharpfin) instead of `torchvision`
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## Modular
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- Switch to modular pipelines
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- Feature: Transformers unified cache handler
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- Refactor: [Modular pipelines and guiders](https://github.com/huggingface/diffusers/issues/11915)
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- [MagCache](https://github.com/lllyasviel/FramePack/pull/673/files)
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- [SmoothCache](https://github.com/huggingface/diffusers/issues/11135)
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## Features
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- [Flux.2 TinyVAE](https://huggingface.co/fal/FLUX.2-Tiny-AutoEncoder)
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- [IPAdapter composition](https://huggingface.co/ostris/ip-composition-adapter)
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- [IPAdapter negative guidance](https://github.com/huggingface/diffusers/discussions/7167)
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- [MagCache](https://github.com/lllyasviel/FramePack/pull/673/files)
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- [SmoothCache](https://github.com/huggingface/diffusers/issues/11135)
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- [STG](https://github.com/huggingface/diffusers/blob/main/examples/community/README.md#spatiotemporal-skip-guidance)
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- [Video Inpaint Pipeline](https://github.com/huggingface/diffusers/pull/12506)
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- [Sonic Inpaint](https://github.com/ubc-vision/sonic)
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### New models / Pipelines
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TODO: *Prioritize*!
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TODO: Investigate which models are diffusers-compatible and prioritize!
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- [LTXVideo 0.98 LongMulti](https://github.com/huggingface/diffusers/pull/12614)
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- [Cosmos-Predict-2.5](https://huggingface.co/nvidia/Cosmos-Predict2.5-2B)
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