๐—จ๐—ฝ๐—ฑ๐—ฎ๐˜๐—ฒ ๐˜๐—ผ ๐—ง๐—ผ๐—ฟ๐—ฐ๐—ต ๐Ÿฎ.๐Ÿฌ ๐˜๐—ผ ๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฆ๐˜๐—ฎ๐—ฏ๐—น๐—ฒ ๐——๐—ถ๐—ณ๐—ณ๐˜‚๐˜€๐—ถ๐—ผ๐—ป ๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—ข๐˜๐—ต๐—ฒ๐—ฟ ๐—™๐˜‚๐—ป๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐˜€

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ: 29 ะœะฐั€ั‚ 2026
ะฝะฐ ะบะฐะฝะฐะปะต: Tube Underdeveloped
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๐š๐šŽ๐šŒ๐šŽ๐š—๐š๐š•๐šข, ๐šœ๐š๐šŠ๐š‹๐š•๐šŽ ๐š๐š’๐š๐š๐šž๐šœ๐š’๐š˜๐š— ๐š ๐šŽ๐š‹๐š„๐™ธ ๐šŠ๐šž๐š๐š˜๐š–๐šŠ๐š๐š’๐šŒ๐Ÿท๐Ÿท๐Ÿท๐Ÿท ๐š‘๐šŠ๐šœ ๐š‘๐šŠ๐š ๐šŠ ๐š–๐šŠ๐š“๐š˜๐š› ๐šž๐š™๐š๐šŠ๐š๐šŽ. ๐™ธ๐š ๐šŒ๐šŠ๐š— ๐šž๐šœ๐šŽ ๐š™๐šข๐šƒ๐š˜๐š›๐šŒ๐š‘ ๐Ÿธ.๐Ÿถ ๐šŠ๐š—๐š ๐™ฒ๐š„๐™ณ๐™ฐ ๐Ÿท๐Ÿท.๐Ÿพ, ๐šŠ๐š—๐š ๐šก๐™ต๐š˜๐š›๐š–๐šŽ๐š›๐šœ ๐Ÿถ.๐Ÿถ.๐Ÿท๐Ÿฝ. ๐šƒ๐š‘๐šŽ๐šœ๐šŽ ๐š’๐š—๐šŒ๐š›๐šŽ๐šŠ๐šœ๐šŽ ๐š๐š‘๐šŽ ๐š™๐šŽ๐š›๐š๐š˜๐š›๐š–๐šŠ๐š—๐šŒ๐šŽ ๐šŠ ๐š•๐š˜๐š. ๐™ท๐š˜๐š ๐šŽ๐šŸ๐šŽ๐š›, ๐™ฟ๐šข๐šƒ๐š˜๐š›๐šŒ๐š‘ ๐šŒ๐šŠ๐š— ๐š—๐š˜๐š ๐šŠ๐šž๐š๐š˜๐š–๐šŠ๐š๐š’๐šŒ๐šŠ๐š•๐š•๐šข ๐šž๐š™๐š๐šŠ๐š๐šŽ ๐šข๐šŽ๐š. ๐™ต๐š˜๐š•๐š•๐š˜๐š  ๐š๐š‘๐š’๐šœ ๐š๐šž๐š๐š˜๐š›๐š’๐šŠ๐š•, ๐šข๐š˜๐šž ๐šŒ๐šŠ๐š— ๐š–๐šŠ๐š—๐šž๐šŠ๐š•๐š•๐šข ๐šž๐š™๐š๐šŠ๐š๐šŽ ๐šŸ๐šŽ๐š›๐šข ๐šŽ๐šŠ๐šœ๐š’๐š•๐šข. ๐™ธ ๐š‘๐šŠ๐šŸ๐šŽ ๐š๐šŽ๐šœ๐š๐šŽ๐š ๐š๐š‘๐šŽ ๐šœ๐š™๐šŽ๐šŽ๐š ๐š‹๐šŽ๐š๐š ๐šŽ๐šŽ๐š— ๐š‚๐™ณ๐™ฟ ๐šŠ๐š—๐š ๐šก๐™ต๐š˜๐š›๐š–๐šŽ๐š›๐šœ ๐š˜๐š™๐š๐š’๐š–๐š’๐šฃ๐šŠ๐š๐š’๐š˜๐š—. ๐™ธ๐š ๐šœ๐šŽ๐šŽ๐š–๐šœ ๐š๐š‘๐šŠ๐š ๐š‚๐™ณ๐™ฟ ๐š’๐šœ ๐š—๐š˜๐š ๐š˜๐š™๐š๐š’๐š–๐š’๐šฃ๐šŽ๐š ๐š๐š˜๐š› ๐š˜๐š•๐š ๐™ฝ๐šŸ๐š’๐š๐š’๐šŠ ๐™ถ๐™ฟ๐š„ ๐šŒ๐šŠ๐š›๐š๐šœ. ๐™ท๐š˜๐š ๐šŽ๐šŸ๐šŽ๐š›, ๐š๐š‘๐šŽ ๐š—๐šŽ๐š  ๐š™๐šข๐šƒ๐š˜๐š›๐šŒ๐š‘, ๐š—๐šŽ๐š  ๐™ฒ๐š„๐™ณ๐™ฐ, ๐šŠ๐š—๐š ๐šก๐™ต๐š˜๐š›๐š–๐šŽ๐š›๐šœ ๐šŒ๐š˜๐š–๐š‹๐š’๐š—๐šŠ๐š๐š’๐š˜๐š— ๐šŽ๐š—๐š‘๐šŠ๐š—๐šŒ๐šŽ ๐š๐š‘๐šŽ ๐š™๐šŽ๐š›๐š๐š˜๐š›๐š–๐šŠ๐š—๐šŒ๐šŽ ๐šŠ ๐š•๐š˜๐š. ๐šƒ๐š‘๐šŽ๐šข ๐šŠ๐š›๐šŽ ๐š–๐šž๐šŒ๐š‘ ๐š–๐š˜๐š›๐šŽ ๐šœ๐š๐šŠ๐š‹๐š•๐šŽ ๐šŠ๐š—๐š ๐š’๐š—๐šŒ๐š›๐šŽ๐šŠ๐šœ๐šŽ ๐š๐š‘๐šŽ ๐š๐šŽ๐š—๐šŽ๐š›๐šŠ๐š๐š’๐š—๐š ๐šœ๐š™๐šŽ๐šŽ๐š ๐š‹๐šข ๐šŠ๐š‹๐š˜๐šž๐š ๐Ÿบ๐Ÿถ%. ๐™ธ ๐šŠ๐š•๐šœ๐š˜ ๐š’๐š—๐š๐š›๐š˜๐š๐šž๐šŒ๐šŽ ๐šœ๐š˜๐š–๐šŽ ๐šŸ๐šŽ๐š›๐šข ๐šž๐šœ๐šŽ๐š๐šž๐š• ๐š๐šž๐š—๐šŒ๐š๐š’๐š˜๐š—๐šœ. ๐šƒ๐š‘๐šŽ๐šœ๐šŽ ๐š๐šž๐š—๐šŒ๐š๐š’๐š˜๐š—๐šœ ๐šŒ๐šŠ๐š— ๐š‘๐šŽ๐š•๐š™ ๐šข๐š˜๐šž ๐šž๐šœ๐šŽ ๐š ๐šŽ๐š‹๐š„๐™ธ ๐šŠ๐šž๐š๐š˜๐š–๐šŠ๐š๐š’๐šŒ๐Ÿท๐Ÿท๐Ÿท๐Ÿท ๐š–๐šž๐šŒ๐š‘ ๐š–๐š˜๐š›๐šŽ ๐šŽ๐šŠ๐šœ๐š’๐š•๐šข ๐šŠ๐š—๐š ๐šŽ๐š๐š๐šŽ๐šŒ๐š๐š’๐šŸ๐šŽ๐š•๐šข. ๐šƒ๐š‘๐šŽ๐šข ๐š’๐š—๐šŒ๐š•๐šž๐š๐šŽ ๐šŒ๐š‘๐šŠ๐š—๐š๐š’๐š—๐š ๐š๐š‘๐šŽ ๐š๐š‘๐šŽ๐š–๐šŽ ๐š๐š’๐š›๐šŽ๐šŒ๐š๐š•๐šข, ๐š‹๐šŠ๐šŒ๐š”๐šž๐š™ ๐šŠ๐š—๐š ๐š›๐šŽ๐šœ๐š๐š˜๐š›๐š’๐š—๐š ๐š๐š‘๐šŽ ๐šŒ๐š˜๐š—๐š๐š’๐š๐šž๐š›๐šŠ๐š๐š’๐š˜๐š—, ๐šŒ๐š‘๐šŠ๐š—๐š๐š’๐š—๐š ๐š ๐šŽ๐š’๐š๐š‘๐š ๐šŽ๐šŠ๐šœ๐š’๐š•๐šข, ๐šŠ๐š—๐š ๐š๐šž๐š—๐šŒ๐š๐š’๐š˜๐š—๐šŠ๐š• ๐šŒ๐š˜๐š™๐šข ๐šŠ๐š—๐š ๐š™๐šŠ๐šœ๐š๐šŽ.

๐‘ฐ ๐’…๐’ ๐’๐’‚๐’ƒ๐’๐’“ ๐’˜๐’๐’“๐’Œ,
๐’š๐’๐’– ๐’…๐’ ๐’Š๐’๐’Š๐’•๐’Š๐’‚๐’ ๐’„๐’“๐’†๐’‚๐’•๐’Š๐’๐’
เผ’โ˜ฌเผ’ --๊œฐส€แดแด แด›แดœส™แด‡ แดœษดแด…แด‡ส€แด…แด‡แด แด‡สŸแดแด˜แด‡แด… เผ’โ˜ฌเผ’

๐Ÿ“š RESOURCES from Internet

pyTorch official web:
https://pytorch.org/

Nvidia driver download:
https://www.nvidia.com/download/index...

Notepad++: Excellent text editor:
https://notepad-plus-plus.org/downloads/

Good model and examples for starting
https://civitai.com/

Prompt examples - Stable Diffusion (try webUI here)
https://stablediffusion.fr/prompts


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:
python -m xformers.info

Content
00:00 Intro

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