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prithivMLmods/Logo-Design-Flux-LoRA

sourceHugging Facecreativeml-openrail-mupdated 2y agoView on Hugging Face
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Model Card

Logo-Design-Flux-LoRA

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The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/Logo-Design-Flux-LoRA

Image Processing Parameters

ParameterValueParameterValue
LR SchedulerconstantNoise Offset0.03
OptimizerAdamWMultires Noise Discount0.1
Network Dim64Multires Noise Iterations10
Network Alpha32Repeat & Steps22 & 2.2K
Epoch10Save Every N Epochs1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 14 [ Hi-RES ]

Best Dimensions

  • 1024 x 1024 (Default)

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 = "prithivMLmods/Logo-Design-Flux-LoRA"
trigger_word = "Logo Design"  
pipe.load_lora_weights(lora_repo)

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

Data source

  • https://playground.com/

Trigger words

You should use Logo Design to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.