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Model description for Flux-Icon-Kit-LoRA

icon pack.png

Image Gallery

Image 1 Image 2 Image 3

Image 4 Image 5 Image 6

Image Processing Parameters

Parameter Value Parameter Value
LR Scheduler constant Noise Offset 0.03
Optimizer AdamW Multires Noise Discount 0.1
Network Dim 64 Multires Noise Iterations 10
Network Alpha 32 Repeat & Steps 25 & 3100
Epoch 20 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 40 [ Raw 8-bit ]

Best Dimensions & Inference

Dimensions Aspect Ratio Recommendation
1280 x 832 3:2 Best
1024 x 1024 1:1 Default

Inference Range

  • Recommended Inference Steps: 30–35

Setting Up

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Flux-Icon-Kit-LoRA"
trigger_word = "Icon Kit"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Trigger words

You should use Icon Kit to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.


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icon generator [ 3:2 ]

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