metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      sketch cx, an illustration of three women standing on a light brown
      background. The woman on the left is wearing a striped shirt, striped
      pants, and white shoes. She has long blonde hair, and is holding a black
      bag in her left hand. She is also wearing a black t-shirt, and a white
      plaid skirt. She also has a black backpack on her right shoulder, and she
      is also carrying a black and white bag on her left shoulder. Her right
      hand is on her hip, and her left leg is crossed over her right leg. Her
      left hand is in her pocket, and the right hand has a white and black bag
      on it. Her hair is long and wavy, and it is tied in a ponytail. She is
      wearing a white baseball cap, and black shoes. Her shadow is cast on the
      ground in front of her.
    output:
      url: images/1.png
  - text: >-
      sketch cx, a vibrant pink paper is adorned with a pop-up illustration of a
      womans face, adorned with blue circles. Her hair is styled in a bun,
      adding a pop of color to the scene. Her eyes are squinted with a smile,
      while her lips are pursed. Her mouth is slightly open, as if she is
      screaming. The woman on the left is wearing a kimono, while the woman in
      the middle is holding a book in her hand. The books title, "STEP NEW!" is
      written in a bold, blue font. The background is a stark white, with a few
      blue stars scattered throughout the image.
    output:
      url: images/2.png
  - text: >-
      sketch cx, a black and white sketch of three women on a light pink
      background. The woman on the left is sitting on her knees with her hands
      on her hips. She is wearing a plaid shirt and black shoes. She has long
      blonde hair and black eyes. Her hair is styled in a ponytail and she is
      looking to the right. Her eyes are black and her mouth is slightly open.
      Her right hand is in her pocket. Her left hand is on her hip. Her jacket
      is open and she is wearing a polka dot shirt. Her pants are plaid and her
      hair is long and wavy. Her boots are black.
    output:
      url: images/3.png
  - text: >-
      sketch cx, an illustration of four women in a line on a light pink
      background. The woman on the left is wearing a short skirt with a plaid
      pattern on it, while the woman in the middle is holding a phone in her
      hand. The other two women are standing on either side of her, with their
      arms raised in the air. The third woman is standing on the right, with her
      legs crossed. The fourth woman is sitting on her knees with her arms
      outstretched. She has short brown hair, and her hair is styled in a
      ponytail, and she is wearing glasses on her face. She is also wearing a
      polka dot dress.
    output:
      url: images/4.png
  - text: >-
      Sketch CX, an illustration of three women standing on a light brown
      background. The woman on the left is wearing a striped shirt, striped
      pants, and white shoes. She has long blonde hair and is holding a black
      bag in her left hand. She is also wearing a black t-shirt and a white
      plaid skirt. Additionally, she has a black backpack on her right shoulder
      and is carrying a black and white bag on her left shoulder. Her right hand
      is on her hip, and her left leg is crossed over her right leg. Her left
      hand is in her pocket, and her right hand is holding a white and black
      bag. Her hair is long, wavy, and tied in a ponytail. She is wearing a
      white baseball cap and black shoes. Her shadow is cast on the ground in
      front of her.
    output:
      url: images/5.png
  - text: >-
      Sketch CX, a black and white sketch of three women on a light pink
      background. The woman on the left is sitting on her knees with her hands
      on her hips. She is wearing a plaid shirt and black shoes. She has long
      blonde hair, black eyes, and her hair is styled in a ponytail. She is
      looking to the right, with her mouth slightly open. Her right hand is in
      her pocket, while her left hand is on her hip. Her jacket is open,
      revealing a polka dot shirt underneath. She is wearing plaid pants, and
      her hair is long and wavy. Her boots are black.
    output:
      url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: sketch cx
license: creativeml-openrail-m

Prompt
sketch cx, an illustration of three women standing on a light brown background. The woman on the left is wearing a striped shirt, striped pants, and white shoes. She has long blonde hair, and is holding a black bag in her left hand. She is also wearing a black t-shirt, and a white plaid skirt. She also has a black backpack on her right shoulder, and she is also carrying a black and white bag on her left shoulder. Her right hand is on her hip, and her left leg is crossed over her right leg. Her left hand is in her pocket, and the right hand has a white and black bag on it. Her hair is long and wavy, and it is tied in a ponytail. She is wearing a white baseball cap, and black shoes. Her shadow is cast on the ground in front of her.

Prompt
sketch cx, a vibrant pink paper is adorned with a pop-up illustration of a womans face, adorned with blue circles. Her hair is styled in a bun, adding a pop of color to the scene. Her eyes are squinted with a smile, while her lips are pursed. Her mouth is slightly open, as if she is screaming. The woman on the left is wearing a kimono, while the woman in the middle is holding a book in her hand. The books title, "STEP NEW!" is written in a bold, blue font. The background is a stark white, with a few blue stars scattered throughout the image.

Prompt
sketch cx, a black and white sketch of three women on a light pink background. The woman on the left is sitting on her knees with her hands on her hips. She is wearing a plaid shirt and black shoes. She has long blonde hair and black eyes. Her hair is styled in a ponytail and she is looking to the right. Her eyes are black and her mouth is slightly open. Her right hand is in her pocket. Her left hand is on her hip. Her jacket is open and she is wearing a polka dot shirt. Her pants are plaid and her hair is long and wavy. Her boots are black.

Prompt
sketch cx, an illustration of four women in a line on a light pink background. The woman on the left is wearing a short skirt with a plaid pattern on it, while the woman in the middle is holding a phone in her hand. The other two women are standing on either side of her, with their arms raised in the air. The third woman is standing on the right, with her legs crossed. The fourth woman is sitting on her knees with her arms outstretched. She has short brown hair, and her hair is styled in a ponytail, and she is wearing glasses on her face. She is also wearing a polka dot dress.

Model description for Flux-Cx-Sketch-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	23 & 2780
Epoch	18	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 29

Best Dimensions & Inference

Dimensions	Aspect Ratio	Recommendation
1280 x 832	3:1	Compatible
1024 x 1024	1:1	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 = "strangerzonehf/Flux-Cx-Sketch-LoRA"
trigger_word = "sketch cx"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use sketch cx to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.