Flux-Material-Glass-Cube

Prompt

Glass Cube, a clear cube-shaped glass block is adorned with a chrome-plated metal bar nailed to the side of it. The bar is positioned in the center of the block, with the words Na Sodium 11 written below it in a bold black font. The background is a stark white, creating a stark contrast to the cube.

Prompt

Glass Cube, a clear cube-shaped object is adorned with the words Li Lithium 3 in black letters. The cube is positioned against a stark white backdrop, creating a stark contrast to the object. The objects reflection is visible on its surface, adding a touch of depth to the image.

Prompt

Glass Cube, Captured from a high-angle perspective on a pristine white backdrop, a square cube-shaped object is adorned with two silver balls, one of which is labeled Ni nickel 28 and the other "Nickel 28". Each ball has a speckled texture, adding a touch of contrast to the composition. The cube-like object casts a shadow on the right side of the frame, adding depth to the image.

Prompt

Glass Cube, a black rock is encased in a clear cube-shaped plastic box. The rocks surface is smooth and glossy, with a rough texture and a smooth surface. Below the rock, the words C Carbon 6 are written in bold black letters. The background is a stark white, creating a stark contrast to the black rock.

Prompt

Glass Cube, A brilliant gold nugget is suspended within a crystal-clear cube-shaped block. The nugget has a naturally irregular surface that shimmers under the lighting, casting faint golden reflections on the inner glass walls. Below the nugget, the words Au Gold 79 are printed in bold black text. The background is stark white, allowing the rich, metallic hue of the gold to stand out vividly. A subtle shadow from the cube falls to the right, adding dimension to the composition.

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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

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.