metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Logo Design, A close-up of a bottle cap with the word "HUNTER" carved into
      the center of the cap. The cap is made up of a silver metal frame with
      ridges along the edges. The background is a dark gray color. The word is
      carved into a wood-like pattern. There are tall pine trees in the middle
      of the frame. There is a mountain range in the background.
    output:
      url: images/LD1.png
  - text: >-
      Logo Design, a round, teal-colored metal sign is adorned with the words
      "RANGER" in bold, capitalized letters. The sign is set against a stark
      white backdrop, creating a striking contrast. The text, "PARK RANGER", is
      prominently displayed in the center of the sign, adding a pop of color to
      the otherwise monochromatic image.
    output:
      url: images/LD2.png
  - text: >-
      Logo Design, An eye-level view of a dark gray house with the words "House
      Cleaning" written in the center of the image. The house is cracked, and
      the sky is filled with dark gray clouds. There are three spires sticking
      out of the top of the roof of the house, and there are small white stars
      scattered across the sky.
    output:
      url: images/LD3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Logo Design
license: creativeml-openrail-m

Logo-Design-Flux-LoRA

Prompt: Logo Design, A close-up of a bottle cap with the word "HUNTER" carved into the center of the cap. The cap is made up of a silver metal frame with ridges along the edges. The background is a dark gray color. The word is carved into a wood-like pattern. There are tall pine trees in the middle of the frame. There is a mountain range in the background.

Prompt: Logo Design, a round, teal-colored metal sign is adorned with the words "RANGER" in bold, capitalized letters. The sign is set against a stark white backdrop, creating a striking contrast. The text, "PARK RANGER", is prominently displayed in the center of the sign, adding a pop of color to the otherwise monochromatic image.

Prompt: Logo Design, An eye-level view of a dark gray house with the words "House Cleaning" written in the center of the image. The house is cracked, and the sky is filled with dark gray clouds. There are three spires sticking out of the top of the roof of the house, and there are small white stars scattered across the sky.

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

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	22 & 2.2K
Epoch	10	Save Every N Epochs	1

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.