This background LoRA for (AAA)Autism v3 is intended to add detailed backgrounds with an aesthetic to my preference.
Useful tags: detailed background, simple background, gradient background, {COLOR} background
Recommended tags: score_9, score_8, score_7
This is my first time using the Civitai Trainer. The detail is nowhere close to my satisfaction yet but it seems to have captured the aesthetic of the dataset.
⚠️ It does not work as intended with Pony v6 XL. Will try retraining with clip skip 2 to hopefully improve compatibility.
Description
This is my first test. The training data was quite small, only 2 versions of 15 images, and only anime and furry was used so I don't know how well it will work for other uses.
Training hyperparameters:
{
"unetLR": 0.0005,
"clipSkip": 1,
"loraType": "lora",
"keepTokens": 0,
"networkDim": 32,
"numRepeats": 2,
"resolution": 1024,
"lrScheduler": "cosine_with_restarts",
"minSnrGamma": 5,
"noiseOffset": 0.1,
"targetSteps": 600,
"enableBucket": true,
"networkAlpha": 16,
"optimizerType": "AdamW8Bit",
"textEncoderLR": 0.00005,
"maxTrainEpochs": 40,
"shuffleCaption": true,
"trainBatchSize": 4,
"flipAugmentation": false,
"lrSchedulerNumCycles": 3
}FAQ
Comments (3)
I recommend it with all my heart❤️! I use this LoRA for most of my generated images.