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Good Hands LoRA

1.2k

20.5k

65.6k

341

Updated: Feb 27, 2024

concept

Verified:

SafeTensor

Type

LoRA

Stats

20,471

65.6k

1.2k

Reviews

Published

Feb 27, 2024

Base Model

SD 1.5

Training

Steps: 4,310
Epochs: 10

Usage Tips

Clip Skip: 2
Strength: 0.7

Trigger Words

good hands

Hash

AutoV2
868065DD02
Snake Badge

Gtonero

If using Adetailer , Controlnet or inpaint, we recommend using prompt good hands
Using lora str is 0.6-0.8.
Hand poses are not yet supported.
Not recommended for use in realistic model

Main tag : good hands,

Image Train : 168

Training Powershell info :

  • DIM/Alpha : 32/32

  • Train batch size : 4

  • Training step : 4310x4x1 = 17240 steps

  • Learning rate Unet : 1.5e-4

  • Text Encoder Ratio : 0.5

  • resolution : 512

  • mix/save_precision = BF16

  • optimizer_type = AdamW

  • GPU : RTX 4060 16GB 160W

  • Torch 2.2 + cu12.1 + Xformers

  • Highvram = False

  • Vram used : 9.8GB

  • Speed : 1.69it/s

  • Loss Train : 0.0834 [No Min SNR]

  • Loss Test : ???

  • Local minimum : ?? time

  • Global Peak minimum : ??

  • Global Peak Maximum : ??

  • UNet weight average strength: 0.011379

  • Text Encoder (1) weight average strength: 0.0093899