metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      realism engine, A close-up shot of a young man with dark brown curly hair
      and blue eyes. He is wearing a black jacket with a black collar. The
      background is blurred, but it is out of focus.
    output:
      url: images/1.png
  - text: >-
      realism engine, a woman is seated on a blue chair, her hair cascading down
      her shoulders. She is wearing a light blue sweater, a yellow tank top, and
      plaid pajama bottoms. Her lips are painted pink, adding a pop of color to
      her face. The backdrop is a gray wall, and the chair she is sitting on is
      a dark blue.
    output:
      url: images/2.png
  - text: >-
      realism engine, a woman stands with her left hand on her hip, her right
      hand resting on her left knee. She is dressed in a gray sleeveless dress,
      adorned with a cowl neckline. Her hair is pulled back, cascading over her
      shoulders, adding a touch of movement to her face. The backdrop is a stark
      white wall, with a green fern plant in the lower right corner. The
      lighting is subdued, creating a stark contrast to the womans dress.
    output:
      url: images/3.png
  - text: >-
      realism engine, a medium-sized Asian woman with long, wavy brown hair
      stands against a stark white backdrop. She is wearing a white t-shirt with
      a low neckline. Her lips are painted a vibrant shade of pink, adding a pop
      of color to her face. Her eyes are a deep blue, and her eyebrows are a
      lighter shade of brown. Her hair is cascading down her shoulders, framing
      her entire face.
    output:
      url: images/4.png
  - text: >-
      Realism engine, a tall man with short black hair and a neatly trimmed
      beard is standing in front of a rustic brick wall. He is wearing a dark
      gray overcoat and a white shirt underneath. His expression is serious, and
      his hands are in his coat pockets. The lighting is soft, casting gentle
      shadows on his face.
    output:
      url: images/5.png
  - text: >-
      Realism engine, a young woman with light brown skin and short curly hair
      is outdoors, standing in front of a garden filled with vibrant green
      plants. She is wearing a denim jacket over a floral dress. The sunlight
      highlights her hair, giving it a golden tint. She has a warm smile, and
      her eyes are bright.
    output:
      url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: realism engine
license: apache-2.0

Prompt
realism engine, A close-up shot of a young man with dark brown curly hair and blue eyes. He is wearing a black jacket with a black collar. The background is blurred, but it is out of focus.

Prompt
realism engine, a woman is seated on a blue chair, her hair cascading down her shoulders. She is wearing a light blue sweater, a yellow tank top, and plaid pajama bottoms. Her lips are painted pink, adding a pop of color to her face. The backdrop is a gray wall, and the chair she is sitting on is a dark blue.

Prompt
realism engine, a woman stands with her left hand on her hip, her right hand resting on her left knee. She is dressed in a gray sleeveless dress, adorned with a cowl neckline. Her hair is pulled back, cascading over her shoulders, adding a touch of movement to her face. The backdrop is a stark white wall, with a green fern plant in the lower right corner. The lighting is subdued, creating a stark contrast to the womans dress.

Prompt
realism engine, a medium-sized Asian woman with long, wavy brown hair stands against a stark white backdrop. She is wearing a white t-shirt with a low neckline. Her lips are painted a vibrant shade of pink, adding a pop of color to her face. Her eyes are a deep blue, and her eyebrows are a lighter shade of brown. Her hair is cascading down her shoulders, framing her entire face.

Prompt
Realism engine, a tall man with short black hair and a neatly trimmed beard is standing in front of a rustic brick wall. He is wearing a dark gray overcoat and a white shirt underneath. His expression is serious, and his hands are in his coat pockets. The lighting is soft, casting gentle shadows on his face.

Prompt
Realism engine, a young woman with light brown skin and short curly hair is outdoors, standing in front of a garden filled with vibrant green plants. She is wearing a denim jacket over a floral dress. The sunlight highlights her hair, giving it a golden tint. She has a warm smile, and her eyes are bright.

Model description for Flux-Realism-v2-Beta

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	16 & 2650
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	3:2	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-Realism-v2-Beta"
trigger_word = "realism engine"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use realism engine to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.