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Title: GitHub - PR0CK0/StableDiffusionEndToEndGuide: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models. · GitHub

Open Graph Title: GitHub - PR0CK0/StableDiffusionEndToEndGuide: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models.

X Title: GitHub - PR0CK0/StableDiffusionEndToEndGuide: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models.

Description: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models. - PR0CK0/StableDiffusionEndToEndGuide

Open Graph Description: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models. - PR0CK0/Stable...

X Description: An end-to-end guide and investigation into Stable Diffusion tooling — SD WebUI, models, LoRAs, and VAEs — for generating synthetic training data for military computer vision models. - PR0CK0/Stable...

Opengraph URL: https://github.com/PR0CK0/StableDiffusionEndToEndGuide

X: @github

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Domain: github.com

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4chanhttps://github.com/topics/4chan
aibooruhttps://github.com/topics/aibooru
gpthttps://github.com/topics/gpt
gpt-3https://github.com/topics/gpt-3
gpt-4https://github.com/topics/gpt-4
guidehttps://github.com/topics/guide
howtohttps://github.com/topics/howto
inpaintinghttps://github.com/topics/inpainting
midjourneyhttps://github.com/topics/midjourney
outpaintinghttps://github.com/topics/outpainting
promptinghttps://github.com/topics/prompting
stable-diffusionhttps://github.com/topics/stable-diffusion
stable-diffusion-webuihttps://github.com/topics/stable-diffusion-webui
stablediffusionhttps://github.com/topics/stablediffusion
Readmehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#readme-ov-file
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README.mdhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/README.md
README.mdhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/README.md
READMEhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#stable-diffusion-end-to-end-guide---from-noob-to-expert
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#disclaimer-and-sources
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#play-with-it
Huggingface Text to Image SD Playgroundhttps://huggingface.co/spaces/stabilityai/stable-diffusion
Dreamstudio Text to Image SD Apphttps://beta.dreamstudio.ai/generate
Dezgo Text to Image SD Apphttps://dezgo.com/
Huggingface Image to Image SD Playgroundhttps://huggingface.co/spaces/huggingface-projects/diffuse-the-rest
Huggingface Inpainting Playgroundhttps://huggingface.co/spaces/fffiloni/stable-diffusion-inpainting
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#table-of-contents
WebUI Basicshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#webui-basics
Set up Local GPU usagehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#set-up-local-gpu-usage
Linux Setuphttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#linux-setup
Going Deeperhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#going-deeper
Promptinghttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#prompting
NovelAI Modelhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#novelai-model
LoRAhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#lora
Playing with Modelshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#playing-with-models
VAEshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#vaes
Put it all Togetherhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#put-it-all-together
The General SD Processhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#the-general-sd-process
Saving Promptshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#saving-prompts
txt2img Settingshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#txt2img-settings
Regenerating a Previously-Generated Imagehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#regenerating-a-previously-generated-image
Troubleshooting Errorshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#troubleshooting-errors
Getting Comfortablehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#getting-comfortable
Testinghttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#testing
WebUI Advancedhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#webui-advanced
Prompt Editinghttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#prompt-editing
Xformershttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#xformers
Img2Imghttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#img2img
Inpaintinghttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#inpainting
Extrashttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#checkpoint-merger
ControlNetshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#controlnets
Making New Stuffhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#making-new-stuff
Checkpoint Mergerhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#checkpoint-merger
Training LoRAshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#training-loras
Training New Modelshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#training-new-models
Google Colab Setuphttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#google-colab-setup
Midjourneyhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#midjourney
MJ Parametershttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#mj-parameters
MJ Advanced Promptshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#mj-advanced-prompts
DreamStudiohttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#dreamstudio
Stable Hordehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#stable-horde
DreamBoothhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#dreambooth
Video Diffusionhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#video-diffusion
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#webui-basics
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#set-up-local-gpu-usage
starting setup guidehttps://rentry.org/voldy
CivitAIhttps://CivitAI.com/
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/1.PNG
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#linux-setup
thishttps://ivonblog.com/en-us/posts/linux-stable-diffusion-webui/
previous sectionhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#set-up-local-gpu-usage
thishttps://easylinuxtipsproject.blogspot.com/p/nvidia.html
thishttps://www.nvidia.com/en-us/drivers/unix/
herehttps://askubuntu.com/questions/927199/nvidia-smi-has-failed-because-it-couldnt-communicate-with-the-nvidia-driver-ma
thishttps://idroot.us/install-cuda-linux-mint-20/
Thishttps://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/1120
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#going-deeper
OpenArt Promptbook Guidehttps://openart.ai/promptbook
Definitive SD Prompting Guidehttps://stable-diffusion-art.com/prompt-guide/
A succint prompting guidehttps://rentry.org/sdhypertextbook#syntax
4chan prompting tipshttps://rentry.org/hdgpromptassist#terms
Collection of prompts and imageshttps://rentry.org/54d9o
Step-by-Step Anime Girl Prompting Guidehttps://lunarmimi.net/freebies/novelai-anime-girl-prompt-guide/
Seminal Stable Diffusion Publicationhttps://openaccess.thecvf.com/content/CVPR2022/papers/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf
CompVis / Stability AI Githubhttps://github.com/CompVis
Stable Diffusion Compendiumhttps://www.sdcompendium.com/doku.php?id=start
Stable Diffusion Links Hubhttps://rentry.org/rentrysd
Stable Diffusion Goldminehttps://rentry.org/sdgoldmine#prompt-database
Simplified SD Goldminehttps://rentry.org/sdhypertextbook
Random/Misc. SD Linkshttps://rentry.org/sdg-link
FAQhttps://rentry.org/hdgfaq
Another FAQhttps://rentry.org/sdg_FAQ
Discordhttps://discord.com/invite/stablediffusion
newshttps://rentry.org/sdupdates3
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#prompting
herehttps://rentry.org/sdhypertextbook#syntax
guidehttps://stable-diffusion-art.com/prompt-guide/
herehttps://arxiv.org/pdf/2109.06977.pdf
herehttps://github.com/dair-ai/Prompt-Engineering-Guide
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#novelai-model
NovelAI Speedrun Guidehttps://rentry.org/nai-speedrun
guidehttps://rentry.org/voldy#-novelai-setup-
troubleshooting guidehttps://imgur.com/a/DCYJCSX
CivitAIhttps://CivitAI.com/
Huggingfacehttps://huggingface.co/models?other=stable-diffusion
SDG Modelshttps://rentry.org/sdmodels
SDG Model Motherloadhttps://rentry.org/sdg-motherload
SDG LoRA Motherloadhttps://rentry.org/sdg-LoRA-motherload
Lots of popular models (also the prompting guide from earlier)https://rentry.org/hdgpromptassist#models
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#lora
Low-Rank Adaptation (LoRA)https://huggingface.co/blog/lora
herehttps://github.com/cloneofsimo/lora
ZTZ99A Tankhttps://civitai.com/models/14234/ztz-99a-tank
Fighter Jetshttps://civitai.com/models/6975/fighter-jet-lora
epi_noiseoffsethttps://civitai.com/models/13941/epinoiseoffset
quick guidehttps://rentry.org/hdgpromptassist#how-to-use-a-lora
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/2.PNG
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#playing-with-models
SDG Model Motherloadhttps://rentry.org/sdg-motherload
first guidehttps://rentry.org/voldy
Anything v3https://huggingface.co/cag/anything-v3-1
Dreamshaperhttps://CivitAI.com/api/download/models/5636
Deliberatehttps://CivitAI.com/api/download/models/5616
Neverending Dreamhttps://rentry.org/sdg-motherload#neverending-dream-ned
Epic Diffusionhttps://rentry.org/sdg-motherload#epic-diffusion-11
AbyssOrangeMix (AOM)https://rentry.org/sdg-motherload#abyssorangemix-aom-various
Kotosmixhttps://rentry.org/sdg-motherload#kotosmix-v10
CivitAIhttps://CivitAI.com/
ChilloutMixhttps://civitai.com/models/6424/chilloutmix
Protogen x3.4https://civitai.com/models/3666/protogen-x34-photorealism-official-release
Dreamlike Photoreal 2.0https://civitai.com/models/3811/dreamlike-photoreal-20
SPYBG's Toolkit for Digital Artistshttps://civitai.com/models/4118/spybgs-toolkit-for-digital-artists
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#vaes
herehttps://rentry.org/sdvae
herehttps://rentry.org/hdgrecipes#vae-preview-images
VAE Listhttps://rentry.org/sdvae#main-vaes
NAI / Anythinghttps://civitai.com/models/66/anything-v3
SD 1.5https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.safetensors
thishttps://rentry.org/sdvae#how-do-i-use-a-vae
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#put-it-all-together
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/howto.gif
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#the-general-sd-process
herehttps://github.com/civitai/civitai/wiki/Image-Reproduction
txt2imghttps://rentry.org/sdhypertextbook#txt2img
img2imghttps://rentry.org/sdhypertextbook#img2img
inpaintinghttps://rentry.org/sdhypertextbook#inpainting
extrahttps://rentry.org/sdhypertextbook#extra
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#saving-prompts
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#txt2img-settings
thishttps://rentry.org/sdhypertextbook#txt2img
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#regenerating-a-previously-generated-image
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#troubleshooting-errors
herehttps://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/8416
Thishttps://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/5893
herehttps://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Command-Line-Arguments-and-Settings
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#getting-comfortable
wikihttps://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Extensions
Tag Completerhttps://github.com/DominikDoom/a1111-sd-webui-tagcomplete
Stable Diffusion Web UI Statehttps://github.com/ilian6806/stable-diffusion-webui-state
Test My Prompthttps://github.com/Extraltodeus/test_my_prompt
Model-Keywordhttps://github.com/mix1009/model-keyword
NSFW Checkerhttps://github.com/AUTOMATIC1111/stable-diffusion-webui-nsfw-censor
Gelbooru Prompthttps://github.com/antis0007/sd-webui-gelbooru-prompt
booru2prompthttps://github.com/Malisius/booru2prompt
Dynamic Promptinghttps://github.com/adieyal/sd-dynamic-prompts
herehttps://medium.com/@soapsudtycoon/stable-diffusion-prompt-engineering-toolkit-8f48bc447dc1
Model toolkithttps://github.com/arenatemp/stable-diffusion-webui-model-toolkit
Model Converterhttps://github.com/Akegarasu/sd-webui-model-converter
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#testing
herehttps://github.com/ilian6806/stable-diffusion-webui-state
herehttps://civitai.com/gallery/261297?reviewId=43595&infinite=false&returnUrl=%2Fmodels%2F14234
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/xyz_grid-0002-1656460887.jpg
herehttps://civitai.com/gallery/261297?reviewId=43595&infinite=false&returnUrl=%2Fmodels%2F14234
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#webui-advanced
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#prompt-editing
guidehttps://stable-diffusion-art.com/prompt-guide/
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/prompt_editing.png
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#xformers
Xformershttps://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Xformers
non-determinismhttps://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2705#discussioncomment-4024378
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#img2img
Huggingface Image to Image SD Playgroundhttps://huggingface.co/spaces/huggingface-projects/diffuse-the-rest
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#inpainting
Inpainting and outpainting guidehttps://rentry.org/drfar
4chan inpaintinghttps://rentry.org/inpainting-guide-SD
Definitive inpainting guidehttps://stable-diffusion-art.com/inpainting_basics/
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#outpainting
herehttps://rentry.org/drfar#outpainting
Alpha Canvashttps://github.com/TKoestlerx/sdexperiments
Huahttps://github.com/BlinkDL/Hua
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#extras
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#controlnets
herehttps://www.youtube.com/watch?v=dLM2Gz7GR44
sd-webui-controlnethttps://github.com/Mikubill/sd-webui-controlnet
ControlNet modelhttps://huggingface.co/webui/ControlNet-modules-safetensors/tree/main
Cannyhttps://huggingface.co/webui/ControlNet-modules-safetensors/blob/main/control_canny-fp16.safetensors
OpenPosehttps://huggingface.co/webui/ControlNet-modules-safetensors/blob/main/control_openpose-fp16.safetensors
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/00381-2353583286.png
https://github.com/PR0CK0/StableDiffusionEndToEndGuide/blob/main/resources/00004-3597592437.png
thishttps://www.youtube.com/watch?v=dLM2Gz7GR44
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#making-new-stuff
herehttps://rentry.org/rentrysd
Training LoRAshttps://rentry.org/ezlora
LoRA trainhttps://rentry.org/lora_train
Lazy LoRA training guidehttps://rentry.org/LazyTrainingGuide
A Good LoRA training guide from CivitAIhttps://civitai.com/models/22530/guide-make-your-own-loras-easy-and-free
Another LoRA training guidehttps://rentry.org/59xed3
More general LoRA infohttps://rentry.org/RentrySD/#1162-lora-guides-and-info
Merging modelshttps://rentry.org/hdgrecipes
Mixing modelshttps://rentry.org/RentrySD/#132-model-mixing
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#training-new-models
DreamBoothhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#dreambooth
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#checkpoint-merger
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#training-loras
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#google-colab-setup
thishttps://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast_stable_diffusion_AUTOMATIC1111.ipynb
earlierhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#lora
powerhttps://colab.research.google.com/notebooks/pro.ipynb
issueshttps://github.com/TheLastBen/fast-stable-diffusion/issues?q=xFormers+cuda
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#midjourney
sitehttps://www.midjourney.com/
herehttps://docs.midjourney.com/docs/command-list
herehttps://docs.midjourney.com/docs/settings-and-presets
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#mj-parameters
herehttps://docs.midjourney.com/docs/models
Tilable image checkerhttps://www.pycheung.com/checker/
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#mj-advanced-prompts
dochttps://docs.midjourney.com/docs/image-prompts
dochttps://docs.midjourney.com/docs/remix
dochttps://docs.midjourney.com/docs/multi-prompts
herehttps://docs.midjourney.com/docs/blend
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#dreamstudio
sitehttps://dreamstudio.ai/
invoke.aihttps://github.com/invoke-ai/InvokeAI
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#stable-horde
herehttps://aqualxx.github.io/stable-ui/
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#dreambooth
DreamBoothhttps://dreambooth.github.io/
herehttps://github.com/XavierXiao/Dreambooth-Stable-Diffusion
herehttps://github.com/JoePenna/Dreambooth-Stable-Diffusion
DreamBooth Easy Tutorialhttps://www.youtube.com/watch?v=tuSlUqmlZuc
DreamBooth 10 Minute Traininghttps://www.youtube.com/watch?v=usgqmQ0Mq7g
WebUI DreamBooth extensionhttps://github.com/d8ahazard/sd_dreambooth_extension
Reddit Advanced DreamBooth Advicehttps://www.reddit.com/r/StableDiffusion/comments/114dxgl/advanced_advice_for_model_training_finetuning_and/
Simple DreamBoothhttps://rentry.org/simple-db-elinas
DreamBooth Dumphttps://rentry.org/RentrySD/#115-dreambooth
TheLastBen DreamBooth Training Colabhttps://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast-DreamBooth.ipynb
Google Colab Setuphttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#google-colab-setup
EveryDreamhttps://github.com/victorchall/EveryDream2trainer
herehttps://github.com/victorchall/EveryDream2trainer/blob/main/doc/NOTDREAMBOOTH.md
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#video-diffusion
Animatorhttps://github.com/Animator-Anon/animator_extension
Deforumhttps://github.com/deforum-art/deforum-for-automatic1111-webui
https://github.com/PR0CK0/StableDiffusionEndToEndGuide#junkyard
herehttps://rentry.org/hiresfixjan23
herehttps://rentry.org/hdgfaq
https://deforum.github.io/https://deforum.github.io/
4chanhttps://github.com/topics/4chan
aibooruhttps://github.com/topics/aibooru
gpthttps://github.com/topics/gpt
gpt-3https://github.com/topics/gpt-3
gpt-4https://github.com/topics/gpt-4
guidehttps://github.com/topics/guide
howtohttps://github.com/topics/howto
inpaintinghttps://github.com/topics/inpainting
midjourneyhttps://github.com/topics/midjourney
outpaintinghttps://github.com/topics/outpainting
promptinghttps://github.com/topics/prompting
stable-diffusionhttps://github.com/topics/stable-diffusion
stable-diffusion-webuihttps://github.com/topics/stable-diffusion-webui
stablediffusionhttps://github.com/topics/stablediffusion
Readmehttps://github.com/PR0CK0/StableDiffusionEndToEndGuide#readme-ov-file
Activityhttps://github.com/PR0CK0/StableDiffusionEndToEndGuide/activity
7 forkshttps://github.com/PR0CK0/StableDiffusionEndToEndGuide/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FPR0CK0%2FStableDiffusionEndToEndGuide&report=PR0CK0+%28user%29
https://github.com
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Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
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