𝗨𝗽𝗱𝗮𝘁𝗲 𝘁𝗼 𝗧𝗼𝗿𝗰𝗵 𝟮.𝟬 𝘁𝗼 𝗲𝗻𝗵𝗮𝗻𝗰𝗲 𝘁𝗵𝗲 𝗦𝘁𝗮𝗯𝗹𝗲 𝗗𝗶𝗳𝗳𝘂𝘀𝗶𝗼𝗻 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗮𝗻𝗱 𝗢𝘁𝗵𝗲𝗿 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀

𝚁𝚎𝚌𝚎𝚗𝚝𝚕𝚢, 𝚜𝚝𝚊𝚋𝚕𝚎 𝚍𝚒𝚏𝚏𝚞𝚜𝚒𝚘𝚗 𝚠𝚎𝚋𝚄𝙸 𝚊𝚞𝚝𝚘𝚖𝚊𝚝𝚒𝚌𝟷𝟷𝟷𝟷 𝚑𝚊𝚜 𝚑𝚊𝚍 𝚊 𝚖𝚊𝚓𝚘𝚛 𝚞𝚙𝚍𝚊𝚝𝚎. 𝙸𝚝 𝚌𝚊𝚗 𝚞𝚜𝚎 𝚙𝚢𝚃𝚘𝚛𝚌𝚑 𝟸.𝟶 𝚊𝚗𝚍 𝙲𝚄𝙳𝙰 𝟷𝟷.𝟾, 𝚊𝚗𝚍 𝚡𝙵𝚘𝚛𝚖𝚎𝚛𝚜 𝟶.𝟶.𝟷𝟽. 𝚃𝚑𝚎𝚜𝚎 𝚒𝚗𝚌𝚛𝚎𝚊𝚜𝚎 𝚝𝚑𝚎 𝚙𝚎𝚛𝚏𝚘𝚛𝚖𝚊𝚗𝚌𝚎 𝚊 𝚕𝚘𝚝. 𝙷𝚘𝚠𝚎𝚟𝚎𝚛, 𝙿𝚢𝚃𝚘𝚛𝚌𝚑 𝚌𝚊𝚗 𝚗𝚘𝚝 𝚊𝚞𝚝𝚘𝚖𝚊𝚝𝚒𝚌𝚊𝚕𝚕𝚢 𝚞𝚙𝚍𝚊𝚝𝚎 𝚢𝚎𝚝. 𝙵𝚘𝚕𝚕𝚘𝚠 𝚝𝚑𝚒𝚜 𝚝𝚞𝚝𝚘𝚛𝚒𝚊𝚕, 𝚢𝚘𝚞 𝚌𝚊𝚗 𝚖𝚊𝚗𝚞𝚊𝚕𝚕𝚢 𝚞𝚙𝚍𝚊𝚝𝚎 𝚟𝚎𝚛𝚢 𝚎𝚊𝚜𝚒𝚕𝚢. 𝙸 𝚑𝚊𝚟𝚎 𝚝𝚎𝚜𝚝𝚎𝚍 𝚝𝚑𝚎 𝚜𝚙𝚎𝚎𝚍 𝚋𝚎𝚝𝚠𝚎𝚎𝚗 𝚂𝙳𝙿 𝚊𝚗𝚍 𝚡𝙵𝚘𝚛𝚖𝚎𝚛𝚜 𝚘𝚙𝚝𝚒𝚖𝚒𝚣𝚊𝚝𝚒𝚘𝚗. 𝙸𝚝 𝚜𝚎𝚎𝚖𝚜 𝚝𝚑𝚊𝚝 𝚂𝙳𝙿 𝚒𝚜 𝚗𝚘𝚝 𝚘𝚙𝚝𝚒𝚖𝚒𝚣𝚎𝚍 𝚏𝚘𝚛 𝚘𝚕𝚍 𝙽𝚟𝚒𝚍𝚒𝚊 𝙶𝙿𝚄 𝚌𝚊𝚛𝚍𝚜. 𝙷𝚘𝚠𝚎𝚟𝚎𝚛, 𝚝𝚑𝚎 𝚗𝚎𝚠 𝚙𝚢𝚃𝚘𝚛𝚌𝚑, 𝚗𝚎𝚠 𝙲𝚄𝙳𝙰, 𝚊𝚗𝚍 𝚡𝙵𝚘𝚛𝚖𝚎𝚛𝚜 𝚌𝚘𝚖𝚋𝚒𝚗𝚊𝚝𝚒𝚘𝚗 𝚎𝚗𝚑𝚊𝚗𝚌𝚎 𝚝𝚑𝚎 𝚙𝚎𝚛𝚏𝚘𝚛𝚖𝚊𝚗𝚌𝚎 𝚊 𝚕𝚘𝚝. 𝚃𝚑𝚎𝚢 𝚊𝚛𝚎 𝚖𝚞𝚌𝚑 𝚖𝚘𝚛𝚎 𝚜𝚝𝚊𝚋𝚕𝚎 𝚊𝚗𝚍 𝚒𝚗𝚌𝚛𝚎𝚊𝚜𝚎 𝚝𝚑𝚎 𝚐𝚎𝚗𝚎𝚛𝚊𝚝𝚒𝚗𝚐 𝚜𝚙𝚎𝚎𝚍 𝚋𝚢 𝚊𝚋𝚘𝚞𝚝 𝟺𝟶%. 𝙸 𝚊𝚕𝚜𝚘 𝚒𝚗𝚝𝚛𝚘𝚍𝚞𝚌𝚎 𝚜𝚘𝚖𝚎 𝚟𝚎𝚛𝚢 𝚞𝚜𝚎𝚏𝚞𝚕 𝚏𝚞𝚗𝚌𝚝𝚒𝚘𝚗𝚜. 𝚃𝚑𝚎𝚜𝚎 𝚏𝚞𝚗𝚌𝚝𝚒𝚘𝚗𝚜 𝚌𝚊𝚗 𝚑𝚎𝚕𝚙 𝚢𝚘𝚞 𝚞𝚜𝚎 𝚠𝚎𝚋𝚄𝙸 𝚊𝚞𝚝𝚘𝚖𝚊𝚝𝚒𝚌𝟷𝟷𝟷𝟷 𝚖𝚞𝚌𝚑 𝚖𝚘𝚛𝚎 𝚎𝚊𝚜𝚒𝚕𝚢 𝚊𝚗𝚍 𝚎𝚏𝚏𝚎𝚌𝚝𝚒𝚟𝚎𝚕𝚢. 𝚃𝚑𝚎𝚢 𝚒𝚗𝚌𝚕𝚞𝚍𝚎 𝚌𝚑𝚊𝚗𝚐𝚒𝚗𝚐 𝚝𝚑𝚎 𝚝𝚑𝚎𝚖𝚎 𝚍𝚒𝚛𝚎𝚌𝚝𝚕𝚢, 𝚋𝚊𝚌𝚔𝚞𝚙 𝚊𝚗𝚍 𝚛𝚎𝚜𝚝𝚘𝚛𝚒𝚗𝚐 𝚝𝚑𝚎 𝚌𝚘𝚗𝚏𝚒𝚐𝚞𝚛𝚊𝚝𝚒𝚘𝚗, 𝚌𝚑𝚊𝚗𝚐𝚒𝚗𝚐 𝚠𝚎𝚒𝚐𝚑𝚝 𝚎𝚊𝚜𝚒𝚕𝚢, 𝚊𝚗𝚍 𝚏𝚞𝚗𝚌𝚝𝚒𝚘𝚗𝚊𝚕 𝚌𝚘𝚙𝚢 𝚊𝚗𝚍 𝚙𝚊𝚜𝚝𝚎.

𝑰 𝒅𝒐 𝒍𝒂𝒃𝒐𝒓 𝒘𝒐𝒓𝒌,
𝒚𝒐𝒖 𝒅𝒐 𝒊𝒏𝒊𝒕𝒊𝒂𝒍 𝒄𝒓𝒆𝒂𝒕𝒊𝒐𝒏
༒☬༒ --ꜰʀᴏᴍ ᴛᴜʙᴇ ᴜɴᴅᴇʀᴅᴇᴠᴇʟᴏᴘᴇᴅ ༒☬༒

📚 RESOURCES from Internet

pyTorch official web:

Nvidia driver download:

Notepad++: Excellent text editor:

Good model and examples for starting

Prompt examples - Stable Diffusion (try webUI here)

Install latest stable xFormers with pip: Requires PyTorch 2.0.0 :
pip install -U xformers

Testing the installation
This command will provide information on an xFormers installation, and what kernels are built/available:

Content
00:00 Intro

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#TubeUnderdeveloped #Howto #3dPrinting #AICorner

[zeuszl]

Very informative! Thank you for going in-depth!

[YoUoUoY]

This is exactly what i needed. Clear and concise with basic problem resolutions. Your doing gods work out here!

[gyorgyo]

Lots of info and step by step. Nice video.

[andya]

Thank you for your help! I was struggling to figure out why my pytorch wasn't updating, and deleting the venv folder solved my issue. Much appreciated!

[ufukzayim]

I have nvidia GTX 3070, Cuda 11.8, Torch 2.0.1 xformers 0.0.20. And COMMANDLINE_ARGS= --xformers --theme dark --medvram-sdxl --no-half --medvram --no-half-vae --lowvram. But my sdxl models including Turbo sdxl too slow.IEven with 768x 768 res.I can not even use controlnet.Would you please give me some advices.What would be optimal command line arguments.Thank you

[mufiku]

Couldnt ask for more, this is the best tutorial yet. Packed with good stuff!

Hello from Malaysia!

[KriegKadaver]

Thank you! Very concise! I was able to update torch!

[lechefski]

does this update torch for all apps or does this need to be done again for forge and comfyui?

[tg]

Thanks i downloaded pytorch as you said and deleted the venv folder. When launching sd it created a folder with the proper updated version and it works!

[TenInfi]

I had torch 2.0.1 listed in my WebUI and run the command you mentioned in the main folder of the webUI. It still shows 2.0.1, despite the version of the website is 2.1.1.

[MetalGearIV]

very clear and effective well done man

[Mephil]

Finally someone who shows how its done, i bow to you sir!

[bogslurp]

Thank you, deleting the venv folder was helpful.

[kjqdurj]

Very interesting for your explain, but if you don't mind sir, please i need more your explain step by step, specialy : at minute 3:11 onwards you explain about
SageMaker Distributed Data Parallel Library, but you didn't explain
How to implement it
(what kind of import method stage) so that after success
Just fill in
as below: in the web-user file.bat
...
...
set VENV_DIR=venv-SDP
set
...
...
because i newbie, so I am very happy and hope if you explain step by step, especially how to activate the SDP above and the stages of importing it. Thank you

[llllIIIlIll]

Thanks i had problems with xformers and other issues updating torch and revmoing that folder fixed all my issues

[juandeus]

I really found this channel really interesting and useful, it solved me many problems with SD installation, configuration and comprehension.
Any possibilities a tutorial on how to improve my use of zeroscope and text2video extensions? Can´t figure how to do HD videos even with a 24G GPU and the results of my prompts are not as expected no matter what i try.

[synthoelectro]

I can't believe that automatic 1111 still breaks when you update torch.

[DrHojo]

Thank you random asain guy helped a lot

[BM-yzhd]

My torch hadn't been upgraded but deleting venv folder and running webui.bat was a solution, thanks.

[fpiranha]

following your tutorial step by step broke my A1111SD bc it doesnt work - apparently just like it doesn't work for you as you said yourself ... SO WHY ARE MAKING THIS G0DF0RSAK3N TUTORIAL AT ALL?`? And then, as the cherry on top, you doesn't explain how to downgrade the xformers to make it work again !!! Well, if only one thing is for sure then it's the fact that I will never watch one of your videos again ...