Performance https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/7860 https://www.reddit.com/r/StableDiffusion/comments/11x57ev/installing_cudnn_to_boost_stable_diffusion/
Software
Lora Training https://replicate.com/cloneofsimo/lora-training https://replicate.com/docs/how-does-replicate-work#cold-boots https://replicate.com/cloneofsimo/lora/examples https://replicate.com/blog/lora-faster-fine-tuning-of-stable-diffusion
ComfyUI https://www.reddit.com/r/StableDiffusion/comments/1156d1n/comfyui_an_extremely_powerful_stable_diffusion/ https://github.com/comfyanonymous/ComfyUI https://comfyanonymous.github.io/ComfyUI_examples/ https://www.youtube.com/watch?v=vUTV85D51yk https://comfyanonymous.github.io/ComfyUI_tutorial_vn/
SD Engines
v1
https://github.com/CompVis/stable-diffusion
v2
https://github.com/Stability-AI/stablediffusion https://stability.ai/blog/stable-diffusion-v2-release https://huggingface.co/stabilityai/stable-diffusion-2
Stable Diffusion UI v2
https://stable-diffusion-ui.github.io/ https://aur.archlinux.org/packages/stable-diffusion-ui
yay -S stable-diffusion-ui
Or Docker: https://blog.davebauman.io/running-stable-diffusion-on-arch-linux/
InvokeAI
https://github.com/invoke-ai/InvokeAI
Shark SD (Easy RDNA2+3)
https://github.com/nod-ai/SHARK/blob/main/shark/examples/shark_inference/stable_diffusion/stable_diffusion_amd.md https://nod.ai/sd-on-rdna3/ https://news.ycombinator.com/item?id=34078222
sygil-webui
https://github.com/Sygil-Dev/sygil-webui
Stable Diffusion in Docker
https://github.com/fboulnois/stable-diffusion-docker
Stable Diffusion in TensorFlow / Keras
https://github.com/divamgupta/stable-diffusion-tensorflow
stablediffusion.openvino (CPU)
https://github.com/bes-dev/stable_diffusion.openvino
Riffusion
https://huggingface.co/riffusion/riffusion-model-v1 Riffusion is an app for real-time music generation with stable diffusion.
Dreambooth Diffusion
https://github.com/XavierXiao/Dreambooth-Stable-Diffusion https://github.com/replicate/dreambooth https://replicate.com/replicate/dreambooth https://dreambooth.github.io/
Disco Diffusion
https://github.com/alembics/disco-diffusion https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb https://replicate.com/nightmareai/disco-diffusion https://weirdwonderfulai.art/resources/getting-started-with-disco-diffusion/
A1111-Web-UI-Installer
https://github.com/EmpireMediaScience/A1111-Web-UI-Installer
- WIndows 10 & 11
- Nvidia GPUs
Addons
AUTOMATIC1111 WebUI
https://github.com/AUTOMATIC1111/stable-diffusion-webui
Chrome Extension
https://www.youtube.com/watch?v=i7vwKUbs-2w
Resources
https://www.reddit.com/r/StableDiffusion/
https://self-development.info/
No Man’s Guide to GPUs https://docs.google.com/document/d/1lF9_5MIhALo7xCxKpQCZNL_jrJdUHYgJ3prET5yC1rI/edit https://www.youtube.com/watch?v=H-6DXU967bU
YouTube Channels
https://www.youtube.com/@lewingtonn/videos https://www.youtube.com/@Geekatplay/videos https://www.youtube.com/@sebastiankamph/videos
Videos
Best AI models and Extensions for Stable Diffusion, local installation https://www.youtube.com/watch?v=zvexWCgra14
Search Engine
Workflow Included https://www.reddit.com/r/StableDiffusion/?f=flair_name%3A%22Workflow%20Included%22
https://www.reddit.com/r/StableDiffusion/comments/zsg0d2/a_break_down_of_depth_guided_stablediffusion_2/ https://twitter.com/justLV/status/1605276764598665217 https://twitter.com/karenxcheng/status/1605276493675995138 https://news.ycombinator.com/item?id=34076077
https://www.reddit.com/r/StableDiffusion/comments/zs0jf1/gta_v_loading_screen_zuck_trump_elon/
https://www.reddit.com/r/StableDiffusion/comments/zrovzx/working_on_realism/
https://www.reddit.com/r/StableDiffusion/comments/zrn0ce/some_more_spidey_shots/
https://www.reddit.com/r/StableDiffusion/comments/zqpx7f/i_made_a_360_degree_panorama_world_with_stable/ https://www.journeyinlatentspace.com/
https://www.reddit.com/r/StableDiffusion/comments/zqo63y/v21_heroes_villains/ https://twitter.com/__TheBen https://github.com/TheLastBen/fast-stable-diffusion
https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2592#discussioncomment-4024360
Models
https://huggingface.co/models?sort=downloads&search=stable https://huggingface.co/spaces/multimodalart/stable-diffusion-inpainting
General
Stable Diffusion v1.5
https://huggingface.co/runwayml/stable-diffusion-v1-5
Stable Diffusion v1.4
https://huggingface.co/CompVis/stable-diffusion-v1-4
Stable Diffusion Inpainting
https://huggingface.co/runwayml/stable-diffusion-inpainting https://huggingface.co/stabilityai/stable-diffusion-2-inpainting Stable Diffusion Inpainting is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, with the extra capability of inpainting the pictures by using a mask.
Stable Diffusion Image Variations Model Card
This version of Stable Diffusion has been fine tuned from CompVis/stable-diffusion-v1-4-original to accept CLIP image embedding rather than text embeddings. This allows the creation of “image variations” similar to DALLE-2 using Stable Diffusion.
Analog Diffusion
https://huggingface.co/wavymulder/Analog-Diffusion https://www.reddit.com/r/StableDiffusion/comments/zi3g5x/new_15_dreambooth_model_analog_diffusion_link_in/ https://self-development.info/%E3%80%90stable-diffusion%E3%80%91%E5%AE%9F%E5%86%99%E3%81%AB%E5%BC%B7%E3%81%84analog-diffusion/ This is a dreambooth model trained on a diverse set of analog photographs.
Subject Specific
Robo-Diffusion
https://huggingface.co/nousr/robo-diffusion https://huggingface.co/nousr/robo-diffusion-2-base A dreambooth-method finetune of stable diffusion that will output cool looking robots when prompted.
Photo Styles
Dreamlike Photoreal 1.0
https://huggingface.co/dreamlike-art/dreamlike-photoreal-1.0 Dreamlike Photoreal 1.0 is a photorealistic Stable Diffusion 1.5 model fine tuned on high quality photos, made by dreamlike.art.
Potrait Plus
https://huggingface.co/wavymulder/portraitplus This is a dreambooth model trained on a diverse set of close to medium range portraits of people.
Anime Styles
Anything V3
https://huggingface.co/Linaqruf/anything-v3.0 Welcome to Anything V3 - a latent diffusion model for weebs. This model is intended to produce high-quality, highly detailed anime style with just a few prompts. Like other anime-style Stable Diffusion models, it also supports danbooru tags to generate images.
ACertainModel
https://huggingface.co/JosephusCheung/ACertainModel Welcome to ACertainModel - a latent diffusion model for weebs. This model is intended to produce high-quality, highly detailed anime style pictures with just a few prompts. Like other anime-style Stable Diffusion models, it also supports danbooru tags, including artists, to generate images.
Waifu Diffusion
https://github.com/harubaru/waifu-diffusion https://huggingface.co/hakurei/waifu-diffusion waifu-diffusion is a latent text-to-image diffusion model that has been conditioned on high-quality anime images through fine-tuning.
Art Styles
OpenJourney
https://huggingface.co/prompthero/openjourney https://huggingface.co/prompthero/openjourney-v2 Openjourney is an open source Stable Diffusion fine tuned model on Midjourney images, by PromptHero
Dreamlike Diffusion
https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0 Dreamlike Diffusion 1.0 is SD 1.5 fine tuned on high quality art, made by dreamlike.art.
Mo Di Diffusion
https://huggingface.co/nitrosocke/mo-di-diffusion This is the fine-tuned Stable Diffusion model trained on screenshots from a popular animation studio. Use the tokens modern disney style in your prompts for the effect.
Spider-Verse Diffusion
https://huggingface.co/nitrosocke/spider-verse-diffusion This is the fine-tuned Stable Diffusion model trained on movie stills from Sony’s Into the Spider-Verse. Use the tokens spiderverse style in your prompts for the effect.
Archer Diffusion
https://huggingface.co/nitrosocke/archer-diffusion This is the fine-tuned Stable Diffusion model trained on screenshots from the TV-show Archer. Use the tokens archer style in your prompts for the effect.
Pixel Art Style
https://huggingface.co/kohbanye/pixel-art-style
This is a fine-tuned model of Stable Diffusion.
Add token pixelartstyle to your prompt.
Wavy Fusion
https://huggingface.co/wavymulder/wavyfusion This is a dreambooth trained on a very diverse dataset ranging from photographs to paintings. The goal was to make a varied, general purpose model for illustrated styles.
Prompt Generation
https://www.reddit.com/r/StableDiffusion/comments/zrf0zk/stablediffusion_21_gpt_to_enhance_prompt/
https://prompthero.com/stable-diffusion-prompt-guide
https://strikingloo.github.io/stable-diffusion-vs-dalle-2
https://mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/
Prompt Generators
https://decentralizedcreator.com/4-free-prompt-generators-for-stable-diffusion/ https://promptomania.com/ https://promptomania.com/stable-diffusion-prompt-builder/ https://huggingface.co/spaces/doevent/Stable-Diffusion-prompt-generator https://huggingface.co/spaces/Gustavosta/MagicPrompt-Stable-Diffusion
Performance
https://www.reddit.com/r/StableDiffusion/comments/ycm2bo/maxing_out_at_15_its_on_4090_automatic1111/ https://www.reddit.com/r/StableDiffusion/comments/y71q5k/4090_cudnn_performancespeed_fix_automatic1111/?utm_source=share&utm_medium=android_app&utm_name=androidcss&utm_term=1&utm_content=share_button https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/2449 https://www.reddit.com/r/StableDiffusion/comments/x86lvs/for_sd_usage_is_it_worth_waiting_for_4090_4090ti/ https://www.reddit.com/r/StableDiffusion/comments/y71q5k/4090_cudnn_performancespeed_fix_automatic1111/ https://review.pastime.ne.jp/personal-computer/pc-parts/stable-diffusion/ https://wikiwiki.jp/sd_toshiaki/%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F https://zenn.dev/johnkf/articles/5b0fa5069ea752 https://www.reddit.com/r/StableDiffusion/comments/wvp8il/stablediffusion_benchmark/ https://news.ycombinator.com/item?id=32710365 https://constant.meiring.nz/playing/2022/08/04/playing-with-stable-diffusion.html https://www.linkedin.com/pulse/cuda-inference-performance-across-gpu-generations-stable-andico/
4090
https://www.reddit.com/r/StableDiffusion/comments/y1d1qx/rtx_4090_performance_difference/ https://github.com/huggingface/diffusers/issues/952 https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/2449
Inference Speed
AMD GPUs
https://github.com/nod-ai/SHARK/blob/main/shark/examples/shark_inference/stable_diffusion/stable_diffusion_amd.md https://www.reddit.com/r/StableDiffusion/comments/ww436j/howto_stable_diffusion_on_an_amd_gpu/ https://www.travelneil.com/stable-diffusion-windows-amd.html https://gist.github.com/harishanand95/75f4515e6187a6aa3261af6ac6f61269#file-stable_diffusion-md https://dolls.tokyo/howto-amd-win-sd15_any30/ https://bbs.archlinux.org/viewtopic.php?id=279528 https://rentry.org/sdamd https://rentry.org/sdamd#arch-unofficial-repository https://rentry.org/sd-nativeisekaitoo https://gist.github.com/elderica/2fb461a6c93d50231b587408a3f02a39
Papers
https://iterative-refinement.github.io/palette/
Writeups
https://www.pcgamer.com/nvidia-rtx-4090-stable-diffusion-training-aharon-kahana/ https://www.youtube.com/watch?v=4OFdUl_OGH8 https://towardsdatascience.com/launch-a-web-api-for-stable-diffusion-under-45-seconds-bbd88cfe41d8
Alternatives
Karlo
https://www.kakaobrain.com/contents?contentId=e76d09d8-963c-4001-b671-8d7c349e3bff https://github.com/kakaobrain/karlo https://huggingface.co/kakaobrain/karlo-v1-alpha https://www.reddit.com/r/StableDiffusion/comments/zshufz/karlo_the_first_large_scale_open_source_dalle_2/
Midjourney
FILM: Frame Interpolation for Large Motion
https://github.com/google-research/frame-interpolation
Improving Performance
PyTorch 2.0 https://www.reddit.com/r/StableDiffusion/comments/10fw843/397_its_with_a_4090_on_linux/
Prompts
https://www.reddit.com/r/StableDiffusion/comments/12hpfan/collection_of_female_superheros_villains/