LoRA training - Two methods for training a unique face | Stable Diffusion | Kohya

Опубликовано: 13 Октябрь 2024
на канале: Robert Jene

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Better LoRA face training settings, Works 8 GB VRAM GPU's!

🔗 links

Kohya_Tensorboard_loader
https://github.com/robertJene/Kohya_T...

CreateModelNameXyzPlotParam
https://github.com/pmajor74/CreateMod...

stableDiffusionAutomatic1111tools on my github
https://github.com/robertJene/stableD...

📺 previous videos about LoRA training:

How to train your own LoRA's for any face
   • How to train your own LoRA's for any ...

LoRA training corrections
   • LoRA training corrections | Stable Di...

SDXL LoRA training
   • SDXL LoRA training | Kohya | automati...

LoRA training settings tested and explained
   • LoRA training settings tested and exp...

new Regularization data for SDXL LoRA training!
   • new Regularization data for SDXL LoRA...

LoRA trining setting - min SNR Gamma
   • LoRA training setting  - min SNR Gamm...

⌚ timestamps
00:00 - intro
00:31 - explanation
05:11 - Method 1 with AdamW8bit
10:08 - testing the outputs
11:59 - tensorboard helper script
17:28 - make sure LoRA is not overfit
24:10 - Method 2 with Lion
25:25 - script to help with XYZ plot
27:45 - self promo

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Below is the gear I use.

►Mics:
PowerDeWise Lav Mic: https://amzn.to/35zB2Qt
HyperX QuadCast S – RGB USB Condenser Microphone: https://amzn.to/3cKPb0Z
iRay UW10 UHF Dual Wirless Mic https://www.amazon.com/gp/product/B09...
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MOUNTDOG Photography Tripod Light Stand: https://amzn.to/2U8n5q4
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Logitech C270 (720p): https://amzn.to/3xm2XyV

►Gimbal:
MOZA Mini MI 3-Axis Gimbal Stabilizer: https://amzn.to/3gCKtDJ

►Hardware:
Hot shoe swivel mount adapter: https://amzn.to/3wmbFNA
22 Pcs Tripod screw Adapters: https://amzn.to/3ztUDyY
Super Clamp with ball head adapter: https://amzn.to/3gypkuh
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►Lighting:
LED Ring Light 6” With tripod and smartphone mount: https://amzn.to/3cJSHJ7
Neewer Dimmable 176 LED Video Light on Camera LED Panel: https://amzn.to/3wqKeSV
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weeylite S03 Pocket RGB video light
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OHLUX Smart WiFi LED Bulbs, RGBCW: https://amzn.to/3wvlMQg
Neewer 12 SMD LED Bulb Mini Pocket-Size On-Camera LED Video Light: https://amzn.to/3wCHUrO

Full disclosure: As an Amazon Associate I earn from qualifying purchases.
This means that if you make a purchase, it doesn't cost you any more money, but I will earn a commission.

#automatic1111 #stablediffusion