Not recommended for realistic models
Main tag : Milking machine,
Secondary tag : nipples,
Pose tag : leaning forward,
DELTA NORM Anima
Unet - Avg = 0.020503
TE - Avg = 0.006345
Training LoRA Powershell info :
train_speed_mode = fast
resolution = 512 [Anima/Illus 768]
Batch size = 2
network_dim = 16
network alpha = 16
mix/save_precision = BF16
optimizer_type = AdamW
optimizer_args_other = foreach=True
GPU RTX 4060Ti 16GB
Torch 2.9.0+cu130 + SDPA+ gradient_checkpointing
compile_mode = max-autotune-no-cudagraphs
Description
Add parameter
increase weight decay
increase text-encoder
increase step
reduce restarts to 2
reduce DIM 16 / 8 Alpha
FAQ
Comments (10)
Just updated to v1.3 and using grapefruitHentaiModel_grapefruitv41. While the milking machine always shows up, it's rare for it and the nipples to look good. Have you considered using a standardised milking machine in your training images? As in, taking one milking machine asset and manually pasting it on all the nipples of your training set. Maybe do this twice: once for opaque metal and another for glass with milk.
I've not trained LoRAs myself but I can assist with preparing such images (and lactation beam projectiles).
There are some models that are not compatible with LoRA, but grapefruit has been reported to make LoRA perform poorly
@Gtonero I've tried bloodorangemixNSFW and anything-v3 now. Neither are an improvement for this LoRA. What model do you recommend?
@psieye481 kotosmix or AbyssOrangeMix2 or abyss 7th layer
@psieye481 block merged and weighted
Optimal inputs and outputs for LoRA
I'm not sure what % of input and output values used by Anything v3
cause LoRA to be incompatible If not training on a specific block merged
@Gtonero "Block merged and weighted" - are those extensions or command line args for Automatic1111's webui? I don't see any options or settings for this. Without them, AbyssOrangeMix2_NSFW or AbyssOrangeMix3AOM3 don't do it either (though they were so slow to iterate I didn't try many runs).
I've gotten other LoRAs to work with grapefruit but I suppose they had less detailed concepts to convey. Your lactation LoRA has a higher success rate - the distorted nipples are easier to manually fix.
Hi nice work, you should make a version trained on "hucows dot com" images
I could not find upscaler named lollypop😔
@onepiecefan Thank you!!