유형
LORA
게시 날짜
2024-08-26
기본 모델
Flux.1 D










This lora adds more realistic (not always...) elements to generative chinese food contents. It is trained with 20 royalty-free images with tag style labels. The food ingredients include pork, duck, shrimps, crab, seafood, tofu, vegetable...
Example software: webui forge
Model: original dev, schnell and their nf4 versions.
Diffusion in Low Bits: Automatic (fp16 LoRA)
Prompt: a dish of {prompt}, chinese cuisine, food advertisement photography
Lora strength: 0.5-1.
Sampler: Euler simple/beta
Steps: 20-30 for dev model, 4 for schnell model.
Training parameter:
{
"engine": "kohya",
"unetLR": 0.0005,
"clipSkip": 1,
"loraType": "lora",
"keepTokens": 0,
"networkDim": 2,
"numRepeats": 20,
"resolution": 768,
"lrScheduler": "cosine_with_restarts",
"minSnrGamma": 5,
"noiseOffset": 0.1,
"targetSteps": 1000,
"enableBucket": true,
"networkAlpha": 16,
"optimizerType": "AdamW8Bit",
"textEncoderLR": 0,
"maxTrainEpochs": 10,
"shuffleCaption": false,
"trainBatchSize": 4,
"flipAugmentation": false,
"lrSchedulerNumCycles": 3
}
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