metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Creative Stocks, A flat lay of four neatly folded blue fabric rolls
      arranged in a square pattern. Each roll has a white label reading
      "COMFY-COTTON" with a minimalist logo of a cotton plant. The backdrop is a
      soft beige fabric.
    output:
      url: images/1.png
  - text: >-
      Creative Stocks, a medium-sized cardboard box is positioned against a
      stark white backdrop. The box is adorned with black text that reads
      "HOCUME 2MO RESERVED" and "MOD SOCKS". The boxs design features a blue
      sock and a yellow sock. The text is written in a bold, black font.
    output:
      url: images/2.png
  - text: >-
      Creative Stocks, A medium shot of a brown cardboard box with the words
      "SCHROBELER" written in green on the top of the box. The box is placed on
      a white wooden surface. There is a yellow label on the box with a man and
      a dog on it. The man is wearing a yellow shirt and a hat. The dog is
      holding a black bottle with a black cap. The bottle has a black label with
      white letters that read "LEKKER" on the bottom of it.
    output:
      url: images/3.png
  - text: >-
      Creative Stocks, Captured at eye-level on a vibrant green backdrop, two
      red boxes, each with the word "Tomatier" written in white on the left side
      of the box. The box on the right side is labeled "Snack" in black letters,
      while the box in the middle has "TOMATIER" written on it in white letters.
      The boxes are identical, with the same design as the one on the bottom
      left corner. Each box has a black design on it, adding a pop of color to
      the otherwise monochromatic image.
    output:
      url: images/4.png
  - text: >-
      Creative Stocks, A stack of gray aluminum cans arranged neatly on a wooden
      table. Each can is labeled with the word "FUEL+BOOST" in bold red letters
      and features a small graphic of a lightning bolt. The background is softly
      blurred, showcasing warm orange tones.
    output:
      url: images/5.png
  - text: >-
      Creative Stocks, A medium shot of a kraft paper bag with the words
      "FRESHLY ROASTED BEANS" in bold green letters. The bag has a clear window
      revealing coffee beans inside. It is placed on a white marble surface with
      a small potted plant in the blurred background.
    output:
      url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Creative Stocks
license: apache-2.0

Prompt
Creative Stocks, A flat lay of four neatly folded blue fabric rolls arranged in a square pattern. Each roll has a white label reading "COMFY-COTTON" with a minimalist logo of a cotton plant. The backdrop is a soft beige fabric.

Prompt
Creative Stocks, a medium-sized cardboard box is positioned against a stark white backdrop. The box is adorned with black text that reads "HOCUME 2MO RESERVED" and "MOD SOCKS". The boxs design features a blue sock and a yellow sock. The text is written in a bold, black font.

Prompt
Creative Stocks, A medium shot of a brown cardboard box with the words "SCHROBELER" written in green on the top of the box. The box is placed on a white wooden surface. There is a yellow label on the box with a man and a dog on it. The man is wearing a yellow shirt and a hat. The dog is holding a black bottle with a black cap. The bottle has a black label with white letters that read "LEKKER" on the bottom of it.

Prompt
Creative Stocks, Captured at eye-level on a vibrant green backdrop, two red boxes, each with the word "Tomatier" written in white on the left side of the box. The box on the right side is labeled "Snack" in black letters, while the box in the middle has "TOMATIER" written on it in white letters. The boxes are identical, with the same design as the one on the bottom left corner. Each box has a black design on it, adding a pop of color to the otherwise monochromatic image.

Prompt
Creative Stocks, A stack of gray aluminum cans arranged neatly on a wooden table. Each can is labeled with the word "FUEL+BOOST" in bold red letters and features a small graphic of a lightning bolt. The background is softly blurred, showcasing warm orange tones.

Prompt
Creative Stocks, A medium shot of a kraft paper bag with the words "FRESHLY ROASTED BEANS" in bold green letters. The bag has a clear window revealing coffee beans inside. It is placed on a white marble surface with a small potted plant in the blurred background.

Model description for Flux-Creative-Stocks-LoRA

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 & 2370
Epoch	16	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 24 [ 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-Creative-Stocks-LoRA"
trigger_word = "Creative Stocks"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Creative Stocks to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.