์ด๋ฏธ์ง€ ๊ตฌํ˜„ AI ํ”Œ๋žซํผ(Platform)/Stable Diffusion

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ๋ณด์ • 1 ] Vae ์ ์šฉํ•˜๊ธฐ

๋ชฝ๋ฌผ๊ณ ๊ธฐ๐“†œ 2023. 5. 4. 14:48
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๊ธฐ๋ณธ์ ์ธ ์…‹ํŒ… ์„ค์ •ํ•˜๊ธฐ 


๋จผ์ € ๊ฐ€์žฅ ๊ธฐ๋ณธ์ ์ธ ์…‹ํŒ…์„ ํ•˜๊ณ , ์šฉ์–ด์— ๋Œ€ํ•œ ๊ธฐ๋ณธ์ ์ธ ์ •๋ฆฌ๊ฐ€ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์„ ์œ„ํ•œ ์ฒซ ๋ฐœ๊ฑธ์Œ์ด๋ผ ๋ณผ ์ˆ˜ ์žˆ๋‹ค. 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ…] Stable Diffusion webui Setting (tistory.com)

 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ…] Stable Diffusion webui Setting

์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ… ๋ฐฉ๋ฒ• (Stable Diffusion webui Setting) ๋จผ์ € ํ•˜๋‹จ ๋งํฌ๋ฅผ ํด๋ฆญํ•˜์—ฌ web ui ๋ฒ„์ „์œผ๋กœ Stable Diffusion์„ ์‹คํ–‰ํ•˜๋„๋ก ํ•œ๋‹ค. ํ•˜๊ธฐ ๋‚ด์šฉ๊ณผ ๊ฐ™์ด Web ui ๋ฒ„์ „์œผ๋กœ ์‹คํ–‰ํ•˜๋Š” ์ด์œ ๋Š” ์Šคํ…Œ์ด๋ธ” ๋””

grmeems.tistory.com

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์šฉ์–ด์ •๋ฆฌ] Checkpoint, Lora, Embedding(Textual inversion), Hyper Network (tistory.com)

 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์šฉ์–ด์ •๋ฆฌ] Checkpoint, Lora, Embedding(Textual inversion), Hyper Network

โ… . Checkpoint (Model) ๋ž€? ์ฒดํฌํฌ์ธํŠธ(Checkpoint )๋Š” ๊ตฌํ˜„๋˜๋Š” ์ด๋ฏธ์ง€์˜ ๋ชจ๋ธ(Model)์ด ๋˜๋Š” ๋ถ€๋ถ„์„ ๋งํ•œ๋‹ค. ๋‹ค๋ฅด๊ฒŒ ์–˜๊ธฐํ•˜๋ฉด ์ด๋ฏธ์ง€ ์Šคํƒ€์ผ์ด๋ผ๊ณ  ๋ณด๋ฉด ๋œ๋‹ค. ์ฃผ๋กœ anything, pastelmix, orangemix, caramel, chilloutm

grmeems.tistory.com


 

์ „๋ฐ˜์ ์ธ ์Šคํƒ€์ผ์„ ์„ ํƒํ•˜๊ณ  ์ด๋ฏธ์ง€ ๊ตฌํ˜„ํ•˜๊ธฐ 


๊ทธ ๋‹ค์Œ, ๋‚˜๋งŒ์˜ ์Šคํƒ€์ผ์„ ์œ„ํ•ด ์ „๋ฐ˜์ ์ธ ๋ชจ๋ธ ์Šคํƒ€์ผ์„ ์„ ํƒํ•˜๊ณ , ์ด๋ฅผ ๊ตฌํ˜„ํ•ด ๋‚ด๋Š” ๊ฒƒ์ด ๊ทธ ๋‘๋ฒˆ์งธ์ด๋‹ค. 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ๋ชจ๋ธ ์‚ฌ์ดํŠธ ๊ณต์œ ] ์น ์•„์›ƒ ๋ฏน์Šค(Chilloutmix), ํ—ˆ๊น… ํŽ˜์ด์Šค(Hugging Face), ์•„ํŠธํ—ˆ๋ธŒ(Arthub),์‹œ๋น„ํƒ€์ด(Civitai) (tistory.com)

 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ๋ชจ๋ธ ์‚ฌ์ดํŠธ ๊ณต์œ ] ์น ์•„์›ƒ ๋ฏน์Šค(Chilloutmix), ํ—ˆ๊น… ํŽ˜์ด์Šค(Hugging Face), ์•„ํŠธํ—ˆ๋ธŒ(Ar

๋จผ์ € ์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ๊ธฐ๋ณธ ์…‹ํŒ… ๋ฐฉ๋ฒ•๊ณผ ์šฉ์–ด์— ๋Œ€ํ•œ ์ดํ•ด๊ฐ€ ๋๋‚˜๋ฉด ๊ธฐ๋ณธ์ ์œผ๋กœ ๋ชจ๋ธ์„ ๋‹ค์šด๋ฐ›์•„์•ผ ์ง„ํ–‰์ด ๊ฐ€๋Šฅํ•˜๋‹ค. ๋ชจ๋ธ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ด๋ฏธ์ง€๊ฐ€ ๊ตฌํ˜„๋˜๋‹ค ๋ณด๋‹ˆ, ๊ฐ€์žฅ ์ค‘์š”ํ•œ ๊ฒƒ์€ ๋ชจ๋ธ์ด๋ผ๊ณ 

grmeems.tistory.com

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ Checkpoint ๋ชจ๋ธ ์ ์šฉ๋ฐฉ๋ฒ•] Stable Diffusion Checkpoint ๋ชจ๋ธ ํŒŒ์ผ ์ ์šฉํ•˜๊ธฐ(์ €์žฅ ๊ฒฝ๋กœ ์•Œ์•„๋ณด๊ธฐ) (tistory.com)

 

[์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ Checkpoint ๋ชจ๋ธ ์ ์šฉ๋ฐฉ๋ฒ•] Stable Diffusion Checkpoint ๋ชจ๋ธ ํŒŒ์ผ ์ ์šฉํ•˜๊ธฐ(์ €์žฅ ๊ฒฝ๋กœ ์•Œ

์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „์˜ ๋ชจ๋ธ์€ ๊ต‰์žฅํžˆ ์ค‘์š”ํ•˜๋‹ค. [์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ…] Stable Diffusion webui Setting (tistory.com) [์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ…] Stable Diffusion webui Setting ์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ… ๋ฐฉ๋ฒ• (Stable Diffusion w

grmeems.tistory.com

Lora, Embedding(Textual inversion), Hyper Network ์ ์šฉํ•˜๊ธฐ (tistory.com)

 

Lora, Embedding(Textual inversion), Hyper Network ์ ์šฉํ•˜๊ธฐ

์šฐ๋ฆฌ๋Š” ๊ธฐ๋ณธ์ ์œผ๋กœ ์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „์— ๋Œ€ํ•˜์—ฌ, ๊ธฐ๋ณธ์ ์ธ ์…‹ํŒ…๊ณผ ์šฉ์–ด๋“ค์„ ์•Œ์•„๋ณด์•˜๊ณ , Checkpoint ๋‹ค์šด๋ฐ›๋Š” ๋ฐฉ๋ฒ•๊ณผ ์ ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•๊นŒ์ง€ ์•Œ์•„๋ณด์•˜๋‹ค. [์Šคํ…Œ์ด๋ธ” ๋””ํ“จ์ „ ์…‹ํŒ…] Stable Diffusion webui Setting

grmeems.tistory.com

 


์ด๋ฏธ์ง€ ๋ณด์ •ํ•˜๊ธฐ


๊ทธ ๋‹ค์Œ์— ํ•ด์•ผํ•  ์ผ์€ ๊ตฌํ˜„ํ•ด ๋‚ธ ์ด๋ฏธ์ง€๋ฅผ ๋ณด์ •ํ•˜๋Š” ๊ฒƒ์ด๋‹ค. 

๊ฐ€์žฅ ๊ธฐ๋ณธ์ ์ธ vae ๋‹ค์šด๋กœ๋“œ ๋ฐฉ๋ฒ• ๋ฐ ์ ์šฉ๋ฐฉ๋ฒ•์„ ์•Œ์•„๋ณด์ž

 

โ… . Vae ๋‹ค์šด๋ฐ›๊ธฐ


โ—  "์‹ค์‚ฌ์šฉ vae ๋‹ค์šด๋กœ๋“œ " ํด๋ฆญ

 

vae-ft-mse-840000-ema-pruned.ckpt · stabilityai/sd-vae-ft-mse-original at main

Detected Pickle imports (4) "torch._utils._rebuild_tensor_v2", "torch.IntStorage", "torch.FloatStorage", "collections.OrderedDict" What is a pickle import?

huggingface.co

โ—  "์‹ค์‚ฌ์šฉ vae ๋‹ค์šด๋กœ๋“œ " ํด๋ฆญ

 

vae/kl-f8-anime2.ckpt · hakurei/waifu-diffusion-v1-4 at main

Git LFS Details SHA256: df3c506e51b7ee1d7b5a6a2bb7142d47d488743c96aa778afb0f53a2cdc2d38d Pointer size: 134 Bytes Size of remote file: 405 MB Git Large File Storage (LFS) replaces large files with text pointers inside Git, while storing the file contents on

huggingface.co

 

โ…ก. ๋‹ค์šด๋ฐ›์€ Vae๋ฅผ ๊ตฌ๊ธ€ ๋“œ๋ผ์ด๋ธŒ์— ์ €์žฅํ•˜๊ธฐ


sd / Stable-Diffusion-WebUI / models / VAE

 

โ…ข. WebUI์—์„œ VAE ์ ์šฉํ•˜๊ธฐ


1. ์•„๋ž˜ ์ด๋ฏธ์ง€์™€ ๊ฐ™์ด webui ํ™”๋ฉด์œผ๋กœ ๊ฐ„๋‹ค. 

2.  Stable-Diffusion ๊ฐ€์žฅ ์ƒ๋‹จ์— SD VAE๋ฅผ ํ™•์ธ. 

3. SD VAE์—์„œ ๋‚˜์—๊ฒŒ ๋งž๋Š” vae(์‹ค์‚ฌ/์• ๋‹ˆ)๋ฅผ ์„ ํƒ ํ›„ ์ด๋ฏธ์ง€๋ฅผ ์ถœ๋ ฅํ•œ๋‹ค. ๋.

 

 

 

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