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prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism

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

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Model Card

Flux.1-Dev-LoRA-HDR-Realism [ Experimental Version ]

<span style="color:red">The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.</span>

—Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

Model description

prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism

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	19 & 2000
Epoch	17	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 14

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/Flux.1-Dev-LoRA-HDR-Realism"
trigger_word = "HDR"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use HDR to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.