From 1de3c6af0fa3cbd0cb5d1d73cb105dd4f5afd1a1 Mon Sep 17 00:00:00 2001 From: Vladimir Mandic Date: Wed, 27 Dec 2023 10:15:36 -0500 Subject: [PATCH] add amused model support and update reference list --- CHANGELOG.md | 35 +++++++++++++----------- html/reference.json | 10 +++++++ models/Reference/amused--amused-256.jpg | Bin 0 -> 32356 bytes models/Reference/amused--amused-512.jpg | Bin 0 -> 32518 bytes modules/dml/__init__.py | 2 +- modules/postprocess/sdupscaler_model.py | 2 +- modules/processing_diffusers.py | 12 ++++++-- modules/sd_models.py | 2 ++ modules/shared.py | 2 +- requirements.txt | 2 +- 10 files changed, 44 insertions(+), 23 deletions(-) create mode 100644 models/Reference/amused--amused-256.jpg create mode 100644 models/Reference/amused--amused-512.jpg diff --git a/CHANGELOG.md b/CHANGELOG.md index 50d1ca0d8..4d81c6fa4 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,8 +2,6 @@ ## Update for 2023-12-27 -*Note*: based on `diffusers==0.25.0.dev0` - - **Control** - native implementation of all image control methods: **ControlNet**, **ControlNet XS**, **Control LLLite**, **T2I Adapters** and **IP Adapters** @@ -13,6 +11,25 @@ - for details and list of supported models and workflows, see Wiki documentation: - **Diffusers** + - [Segmind Vega](https://huggingface.co/segmind/Segmind-Vega) model support + - small and fast version of **SDXL**, only 3.1GB in size! + - select from *networks -> reference* + - [aMUSEd 256](https://huggingface.co/amused/amused-256) and [aMUSEd 512](https://huggingface.co/amused/amused-512) model support + - lightweigt models that excel at fast image generation + - *note*: must select: settings -> diffusers -> generator device: unset + - select from *networks -> reference* + - [Playground v1](https://huggingface.co/playgroundai/playground-v1), [Playground v2 256](https://huggingface.co/playgroundai/playground-v2-256px-base), [Playground v2 512](https://huggingface.co/playgroundai/playground-v2-512px-base), [Playground v2 1024](https://huggingface.co/playgroundai/playground-v2-1024px-aesthetic) model support + - comparable to SD15 and SD-XL, trained from scratch for highly aesthetic images + - simply select from *networks -> reference* and use as usual + - [BLIP-Diffusion](https://dxli94.github.io/BLIP-Diffusion-website/) + - img2img model that can replace subjects in images using prompt keywords + - download and load by selecting from *networks -> reference -> blip diffusion* + - in image tab, select `blip diffusion` script + - [DemoFusion](https://github.com/PRIS-CV/DemoFusion) run your SDXL generations at any resolution! + - in **Text** tab select *script* -> *demofusion* + - *note*: GPU VRAM limits do not automatically go away so be careful when using it with large resolutions + in the future, expect more optimizations, especially related to offloading/slicing/tiling, + but at the moment this is pretty much experimental-only - **AnimateDiff** - can now be used with *second pass* - enhance, upscale and hires your videos! - **IP Adapter** @@ -30,20 +47,6 @@ *if you know of any other t2v models you'd like to see supported, let me know!* - models are auto-downloaded on first use - *note*: current base model will be unloaded to free up resources - - [Segmind Vega](https://huggingface.co/segmind/Segmind-Vega) support - - small and fast version of **SDXL**, only 3.1GB in size! - - select from *networks -> reference* - - [Playground v1](https://huggingface.co/playgroundai/playground-v1), [Playground v2 256](https://huggingface.co/playgroundai/playground-v2-256px-base), [Playground v2 512](https://huggingface.co/playgroundai/playground-v2-512px-base), [Playground v2 1024](https://huggingface.co/playgroundai/playground-v2-1024px-aesthetic) model support - - simply select from *networks -> reference* and use as usual - - [BLIP-Diffusion](https://dxli94.github.io/BLIP-Diffusion-website/) - - img2img model that can replace subjects in images using prompt keywords - - download and load by selecting from *networks -> reference -> blip diffusion* - - in image tab, select `blip diffusion` script - - [DemoFusion](https://github.com/PRIS-CV/DemoFusion) run your SDXL generations at any resolution! - - in **Text** tab select *script* -> *demofusion* - - *note*: GPU VRAM limits do not automatically go away so be careful when using it with large resolutions - in the future, expect more optimizations, especially related to offloading/slicing/tiling, - but at the moment this is pretty much experimental-only - **Prompt scheduling** now implemented for Diffusers backend, thanks @AI-Casanova - **Custom pipelines** contribute by adding your own custom pipelines! - for details, see fully documented example: diff --git a/html/reference.json b/html/reference.json index 6ad5f0700..1ab1291f7 100644 --- a/html/reference.json +++ b/html/reference.json @@ -144,6 +144,16 @@ "desc": "DeepFloyd-IF is a pixel-based text-to-image triple-cascaded diffusion model, that can generate pictures with new state-of-the-art for photorealism and language understanding. The result is a highly efficient model that outperforms current state-of-the-art models, achieving a zero-shot FID-30K score of 6.66 on the COCO dataset. It is modular and composed of frozen text mode and three pixel cascaded diffusion modules, each designed to generate images of increasing resolution: 64x64, 256x256, and 1024x1024.", "preview": "DeepFloyd--IF-I-M-v1.0.jpg" }, + "aMUSEd 256": { + "path": "amused/amused-256", + "desc": "Amused is a lightweight text to image model based off of the muse architecture. Amused is particularly useful in applications that require a lightweight and fast model such as generating many images quickly at once.", + "preview": "amused--amused-256.jpg" + }, + "aMUSEd 512": { + "path": "amused/amused-512", + "desc": "Amused is a lightweight text to image model based off of the muse architecture. Amused is particularly useful in applications that require a lightweight and fast model such as generating many images quickly at once.", + "preview": "amused--amused-512.jpg" + }, "Tsinghua UniDiffuser": { "path": "thu-ml/unidiffuser-v1", "desc": "UniDiffuser is a unified diffusion framework to fit all distributions relevant to a set of multi-modal data in one transformer. UniDiffuser is able to perform image, text, text-to-image, image-to-text, and image-text pair generation by setting proper timesteps without additional overhead.\nSpecifically, UniDiffuser employs a variation of transformer, called U-ViT, which parameterizes the joint noise prediction network. Other components perform as encoders and decoders of different modalities, including a pretrained image autoencoder from Stable Diffusion, a pretrained image ViT-B/32 CLIP encoder, a pretrained text ViT-L CLIP encoder, and a GPT-2 text decoder finetuned by ourselves.", diff --git a/models/Reference/amused--amused-256.jpg b/models/Reference/amused--amused-256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f410817a82466da2721db8ab61ecf2ebfacf4d11 GIT binary patch literal 32356 zcmbUIWmFtZ)HaL`?k>UIg4+Ot1$TE%aEAbcTaaLbYhZ8~oWWg^5FCQLyKAsuNj~o9 z`PTccb$*?5s(W|W>Z*~-2nf#0XFh}j&=Zm zx;lUz005u^kP#>VD6ct$SCK@Z{6BdG1U3ND|6E6WE#w2d9s#(oqVX#KC5u=2@1FlT zyIVTCd2zehdeH&7c>(`c0kQyeR8%xn6m&E+Gz<)MOl)EtY%DBnazY|JVrmLn8fpqE zDmo@^RyqbwMk*>c;kTT;e1d|4w5%Wr5q@!Q0YU!%9)f^@fq{*MO@@O*#!pX0&;S2( z`u80`fQ|@2XhuRH1RxS1AQ2$^>j%)jwjAZPPyXwc|2H8ZA|a!oqM>78V!c*q!3Q8B zAR!?lBcY%mBfr)Tek}(e6QB^%^GTx;X>i0v~qu6xAZ-gN|{`bkf_Q zA4{EiG_8{5l#|SE9CuCq(%5MjZq(1-;Zqt_WXOWxHmfX^p=L%pu(osdg*yEMM5`2z 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