   Easy Diffusion3.0.        
 


        .       Easy Diffusion 3.0       ,         .                .         :    Easy Diffusion.





   Easy Diffusion3.0

       



 



   

   

   

    



 ,2023

  , ,2023

  , ,2023

  , ,2023

  ,  ,2023



ISBN978-5-0060-9899-2

     Ridero







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  ,           ,         .

      ,           Easy Diffusion.         .

Easy Diffusion     ()    Stable Diffusion. Easy Diffusion            ,   Stable Diffusion, Midjourney, OpenJourney, DreamShaper, SDXL Yamers Realism!, ProtoVision XL, Art Universe, Realistic Vision  .

Ѡ         Easy Diffusion   ,   ,      ,     ,        .

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           ,      ( 5)    ( 8)         ,     ,  .          ,     ,         Easy Diffusion      .

,        ,        Easy Diffusion    Realistic Vision.       steampunk. ꠖ    ,   - ,    XIX [1 - . [ ] ru.wikipedia.org URL: https://ru.wikipedia.org/wiki/ ( : 26.07.2023).].         Easy Diffusion     .

,     ,      .         ,  ,  .   ,       Easy Diffusion,     .    ,    ,   ,        .



Ѡ ,       ,   .           . Ѡ      Easy Diffusion.



          .          Easy Diffusion 3.0,            .         .         ,     Easy Diffusion3.0.



  ,     ,         Easy Diffusion,      .



    !




  Easy Diffusion: 





 1.   


       ,         .



 ,     :



Midjourney     ,    Midjourney.   Midjourney  web-  ,      ,       .         Discord     ,      .     ,    Midjourney   .

 :

https://www.midjourney.com



Leonardo.Ai   web-  ,     Leonardo.Ai. Ѡ        . ʠ Leonardo.Ai      . ʠ젖      .     ,     - ,    .         ,    .   Leonardo.Ai  Midjourney,   堖   .

 :

https://leonardo.ai



Dreamstudio.ai  web-,   Stability AI,       ,   ,    Stable Diffusion. Web-        .   ,   Dreamstudio.ai    ,   Stability AI.  ,      ,     .      Dreamstudio.ai     .

 :

https://beta.dreamstudio.ai/dream



Stable Diffusion Web UI   web-,       . ʠ    ,        Stable Diffusion.                    . ʠ    ,        ,     (,   Python Git). Stable Diffusion     ,       Easy Diffusion.

 :

https://github.com/AUTOMATIC1111/Stable-diffusion-webui

https://www.python.org/downloads/windows/

https://git-scm.com/download/win

https://Stablediffusionweb.com/#demo



Stablecog    ,     web-. ʠ,  .        .    ,      ,   .    Kandinsky Kandinsky 2.2.  ,        (, 1248832 49923328).

 :

https://stablecog.com/generate



Easy Diffusion     ,      Midjourney Stable Diffusion. Easy Diffusion     web-,       ,       .        Stable Diffusion.      www.civitai.com   ,   Openjourney,      Midjourney. ʠ      ,            . ʠ         . ,    Dreamstudio.ai  20,  Easy Diffusion    120.

     ,  Easy Diffusion       (,  , )    Stable Diffusion    .      Stable Diffusion,  Easy Diffusion  ,        .

  ( ):

https://github.com/easydiffusion/easydiffusion




 2.  Easy Diffusion


 ,     Easy Diffusion,            (MS Windows, Linux  MacOS):

https://github.com/easydiffusion/easydiffusion






https://github.com/easydiffusion/easydiffusion



    :

   MS Windows.

   Linux.

   MacOS.



,   , , ,      . Ӡ   :

  NVIDIA 2   ( 4).   ,  ,          ,    MS Windows.

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    (  C:\,    ) 40 (25  Easy Diffusion 15  ).    -  (,     ). Ѡ     .



     Easy Diffusion    MS Windows.

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 컠/  



 ,         ,   Easy- Diffusion-Windows.

    Easy-Diffusion-Windows     Next:






   Easy Diffusion3.0



     IAgree:






  



    IAgree:






  



 ,    .   ,     ,       ,   ,   .

,  C:\ EasyDiffusion\,    :






   C:\"  



  D:\EasyDiffusion\,    :






   D:\"  



      Install ().

      :






  



    .

          ,     Stable Diffusion ( 1.5),          :






   Stable Diffusion 1.5



      (, GFPGAN-, Real-ESRGAN- .),   Easy Diffusion     .






   GFPGAN-



     CLIP-,   ,        .






   CLIP -



     :






  



   Finish/.

    Create Desktop Shortcut (   )   Run Easy Diffusion3.0 ( Easy Diffusion 3.0).






  



Ƞ    Finish ().

         .

       ?

  ,          Easy Diffusion        -,       .

  ?

  ,       .     ,     .   ,      .

      .       (. Dataset).

           .        , 堖    .



  ,         -,    :

Realistic Vision 5.1

(https://civitai.com/models/4201/realistic-vision-v51);

DreamShaper 8.0

(https://civitai.com/models/4384/dreamshaper);

Color Fusion 1.0

(https://civitai.com/models/20617/color-fusion);

Midjourney 4.0

(https://huggingface.co/prompthero/openjourney/blob/main/mdjrny-v4.ckpt);

Openjourney  4.0(   Midjourney)

(https://civitai.com/models/86?modelVersionId=27392);

SDXL Yamers Realism!2.0

(https://civitai.com/models/136669/sdxl-yamers-realism-realisticanime3d).



,      Realistic Vision 5.1.

 ,  , ,    :

https://civitai.com/models/4201/realistic-vision-v51






  Realistic Vision 5.1 civitai.com



       :






  Realistic Vision 5.1 civitai.com



Ƞ ,   Download ():






  Realistic Vision 5.1 civitai.com



    realisticVisionV51_v51VAE.safetensors  1,9.



  ,     ,             . ,  download model Realistic Vision (  Realistic Vision)           civitai.com,       .

 ,           ,      (  蠫)   : :\EasyDiffusion\models\Stable-diffusion  D:\EasyDiffusion\models\Stable-diffusion,  ,     .

 :

  ,    Easy Diffusion (, :\EasyDiffusion\  D:\EasyDiffusion\).

    models.

     Stable-diffusion.        .






   



!

        Easy Diffusion,       .

     .




 3.   Easy Diffusion


        Run Easy Diffusion 3.0,     :






  



        :






  Easy Diffusion   



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   Easy Diffusion.  



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  Easy Diffusion   



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             Easy Diffusion.




 4.  Easy Diffusion



 Easy Diffusion,  ,  .

   ,     ,   .     ,    .

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   Easy Diffusion



    :






   Easy Diffusion



, .

ӠEasy Diffusion        ,         :

Generate/.

Settings/.

Help & Community /  .

Models tools /  .

Whats new /  .

        Generate/,       .

       :

Settings/.

Help & Community /  .

Models tools /  .

Whats new /  .




Settings/


  ,  ,  ,  Settings ().             :






 Settings / 



  Settings/   :

Theme/.      ,   .    Light.

Auto-Save Images /  .  .            .

Save Location /   .       ,     . , C:\EasyDiffusion\models\Stable DiffusionUI.

Metadata format /  .  ࠫtxt   ,     .        .

Block NSFW images /   NSFW.  .     .

Enable Sound /  .  .      ,    .

Process newest jobs first /    .    .    . .

Extract LoRA tags from the prompt /   LoRA  . LoRA   Low-rank adaptation    . LoRA    .  .

Open browser on startup /    .    -    . .

GPU Memory Usage /    .  Low.        .   High/,         .    Law/.

   NVIDIA GeForce RTX,   Low.

Use CPU (not GPU) /     ( ).      ,  .    ,    - . .

Auto-Save Settings /  .   Configure/.     :






 Settings / .  Configure ()



   Enter Prompt /  . Ƞ .

Confirm dangerous actions /   .        .

Profile Name /  .    default.

Beta channel / -.        ,      . .

Use the new v3 engine (diffusers) /    v3.     ,           .  .

 ,    ,   Save/,     .

     ,    :






 Settings / 



 ,  ,      Easy Diffusion.   .

 ,      ,          .

   :

Intel64 Family 6Model 60Stepping 3, GenuineIntel.

NVIDIA GeForce GTX 980(cuda:0) (3.5Gb free / 4.3Gb total).

  :

Intel64 Family 6Model 158Stepping 10, GenuineIntel.

GeForce GTX 1650(cuda:0) (2.2Gb free / 4.3Gb total).



   ,      .       Easy Diffusion -, : localhost:9000/  127.0.0.1:9000/.      .




Help & Community /  


 Settings/   Help & Community /  .






 Help & Community /  



  ,   ,         Easy Diffusion,       ().

      .

   Source code on GitHub    Easy Diffusion  GitHub.




Models tools /  


 Help & Community /     Models tools /  ,    :

LoRA Keywords /   LoRA.

Merge models /  .

  LoRA Keywords /   LoRA             .       .



   Merge models /        . , ,       .

    - ,     ,          .     ,    .






 Merge models /  



  ,      . ,        , ,       Easy Diffusion      .




Whats new /  


 Models tools /     Whats now /  .        ,         Easy Diffusion.

 , ,    ,    Easy Diffusion 3.0 40% ,  Easy Diffusion v2.5,       .




 5.  


    ,    Easy Diffusion      ,  .

     ,    Easy Diffusion                   (    ).

       ,       ( Generate/):






   Easy Diffusion



  Generate/     ,            :






 



         ,      .      .

   ,         ,         ,     :

Load from afile /  .               JSON.   ,      .   Settings ()    Auto-Save Images ( )  Metadata format ( )   txt.            .

Embedding/.    Models tools /     .

Image Modifiers /  .   ,   ,         .           :






 Image Modifiers /  






 Image Modifiers /  



    :

Enter Prompt /  .   ,        (    )  ,    .         .

  (Negative Prompt).   ,      ,      .






 Enter Prompt /  



     ,    Initial Image (img2img) /   ( ):

Browse/.       ,   Easy Diffusion   ,             .

Draw/.     .           . ,   .






 .  Draw/



       Make image /  ,           .






 Make image /  



   Make image /        ,    .






 



    Image Settings /  :

Seed/.      ,      .      .    Seed    ,       .       ,  .

Number ofImages /  .     ,      Make image /  .     ( 1).   ,      .      ,  .

Model / .      ,     .      .        .

Clip Skip /  .          .   ,         .       .

ControlNet Image /  ControlNet.         Easy Diffusion  3.0. Ѡ ControlNet       ,     - .   ControlNet    .

Custom VAE /    (Variational Autoencoder, VAE).       ,        .   Easy Diffusion     vae-ft-mse-840000-ema-pruned.ckpt.  ,     Easy Diffusion 2.5,     Easy Diffusion  3.0.       .

Sampler/.       .  ,        ,       . ,    ,     .

Image Size /  .        .       512512.          ,    Upscale/    20482048    .

Inference Steps /  .          . ,   ,          .     ,        .     ,    2550.      .     Easy Diffusion   25.

Guidance Scale /  .       Easy Diffusion,        ,          .    7,5.   ,      Easy Diffusion.

LoRA (Low-rank adaptation) /  .  LoRA        ,           .   LoRA-,     -   (, )   (, ).    .     civitai.com,     LoRA.        ().          civitai.com       .

Seamless Tiling /  .           ,     .        ().

Output Format /  .      .   : jpeg, png webp.   jpeg.

Image Quality /  .    75.       ,     ,   95.

 Render Settings /        .     .



.     .

       ,  Enter Prompt /          (Prompt).






 Enter Prompt /  



   :

  Enter Prompt /       : Artificial intelligence that will change the world, beautiful cyborg face ( ,   ,   ).  ,   Easy Diffusion     .     , , ,    -.

  Image Settings ( )   sdxlYamersRealism_version2.






  sdxlYamersRealism_version2  



        Make image /  .

      ,   ,    Easy Diffusion:






  Easy Diffusion



,      Easy Diffusion    .             .

    Easy Diffusion.

!

          .         :






   Easy Diffusion



    .

    ,  ,      (    ).   Easy Diffusion     ,    .    .      ,   .      .

        ,       ,     .       ,    :

Upscale / .       ,      ,   Upscale.        20402048     .

Fix faces /  .    .      .

Draw another 25steps /   25.   ,    ,   Draw another 25steps.   ,         .  ,    .    .

Make Similar Images /    .              .

Download Image /  .       .

JSON.          .     ,      ,   Load from afile /  .

Use as Input /    .    ,      .           ,  ,     .        .



    25    ,   Draw another 25steps (  25):






   Easy Diffusion



     ,  :






   Easy Diffusion



      ,   .

      Make Similar Image (  ).            .






   Easy Diffusion



        (    ):






   Easy Diffusion



      ,  ,       .    ,      .

        ,     .    ,   ,     :






   Easy Diffusion



 ,     ,      .



   ,    ,     Easy Diffusion,    ꠖ       ,        .   ,           Fix Faces ( ):






   Easy Diffusion



              Fix Faces.

    ,   Fix Faces    ,   .     ,     .    .

        :






   Easy Diffusion



 , ,    (    )            ,       .     Upscale (),    .






   Easy Diffusion



    Download Image ( ).     20402048  .   ,        .






   Easy Diffusion



!

             Easy Diffusion,        .






: Artificial intelligence that will change the world, beautiful cyborgface

 (Model):sdxlYamersRealism_version2



                 Easy Diffusion.




 6.   


           Easy Diffusion       (   )  .         .

  ,   Enter Prompt      ,   ,  :






 Enter Prompt /  



 ,   , ,    ,   ,       .        ,       (    ,  ),     .




  .


   .

   ,     (https://www.litres.ru/chitat-onlayn/?art=70097158)  .

      Visa, MasterCard, Maestro,    ,   ,     ,  PayPal, WebMoney, ., QIWI ,       .



notes








1


. [ ] ru.wikipedia.org URL: https://ru.wikipedia.org/wiki/ ( : 26.07.2023).


