metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      ctoon, A cartoon drawing of a white cat with a black sunglasses around its
      eyes. The cats eyes are squinted and the cats ears are a light pink color.
      There are two yellow stars on the wall to the right of the cat.
    output:
      url: images/C1.png
  - text: >-
      ctoon, A cartoon drawing of a white penguin sitting on a red chair. The
      penguin has a yellow beak and yellow feet. The background of the penguin
      is a bright blue color.
    output:
      url: images/C4.png
  - text: >-
      ctoon, A cartoon drawing of a cat wearing sunglasses. The cat is facing
      towards the left side of the image. It is holding a wine glass with wine
      in it. There is a bottle of wine to the right of the cat. There are two
      stars to the left of the animal. The background is a light beige color.
    output:
      url: images/C3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: ctoon
license: creativeml-openrail-m

Flux.1-Dev-Ctoon-LoRA

Prompt
ctoon, A cartoon drawing of a white cat with a black sunglasses around its eyes. The cats eyes are squinted and the cats ears are a light pink color. There are two yellow stars on the wall to the right of the cat.

Prompt
ctoon, A cartoon drawing of a white penguin sitting on a red chair. The penguin has a yellow beak and yellow feet. The background of the penguin is a bright blue color.

Prompt
ctoon, A cartoon drawing of a cat wearing sunglasses. The cat is facing towards the left side of the image. It is holding a wine glass with wine in it. There is a bottle of wine to the right of the cat. There are two stars to the left of the animal. The background is a light beige color.

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/Flux.1-Dev-Ctoon-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	20 & 2700
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 22

Best Dimensions

768 x 1024 (Best)
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-Ctoon-LoRA"
trigger_word = "ctoon"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use ctoon to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.