Modelpublic

strangerzonehf/Flux-Material-Glass-Cube

sourceHugging Faceupdated 1y agoView on Hugging Face

3likes27downloads

Model Card

Flux-Material-Glass-Cube

Model description for Flux-Material-Glass-Cube

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	18 & 2100
Epoch	14	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 17

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

python

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-Material-Glass-Cube"
trigger_word = "Glass Cube"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Glass Cube to trigger the image generation.

Download model

Download them in the Files & versions tab.