README.md

metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - Super-Realism
  - Flux.1-Dev
  - Dynamic-Realism
  - Realistic
  - Photorealism
  - Hi-Res
  - UltraRealism
  - Diffusion
  - Face
  - safetensors
  - Realism-Engine
  - RAW
  - 4K
widget:
  - text: >-
      Super Realism, Woman in a red jacket, snowy, in the style of
      hyper-realistic portraiture, caninecore, mountainous vistas, timeless
      beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v
      6
    output:
      url: images/3.png
  - text: >-
      Super Realism, Headshot of handsome young man, wearing dark gray sweater
      with buttons and big shawl collar, brown hair and short beard, serious
      look on his face, black background, soft studio lighting, portrait
      photography --ar 85:128 --v 6.0 --style rawHeadshot of handsome young man,
      wearing dark gray sweater with buttons and big shawl collar, brown hair
      and short beard, serious look on his face, black background, soft studio
      lighting, portrait photography --ar 85:128 --v 6.0 --style rawHeadshot of
      handsome young man, wearing dark gray sweater with buttons and big shawl
      collar, brown hair and short beard, serious look on his face, black
      background, soft studio lighting, portrait photography --ar 85:128 --v 6.0
      --style raw
    output:
      url: images/2.png
  - text: >-
      Super Realism, High-resolution photograph, woman, UHD, photorealistic,
      shot on a Sony A7III --chaos 20 --ar 1:2 --style raw --stylize 250
    output:
      url: images/1.png
instance_prompt: Super Realism
license: other

  
 ______  ______   __       __  __   ______   ______   __  __   ______       __   ______    
/\  == \/\  __ \ /\ \     /\ \_\ \ /\  ___\ /\  == \ /\ \/\ \ /\___  \     /\ \ /\  __ \   
\ \  _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \  __< \ \ \_\ \\/_/  /__    \ \ \\ \ \/\ \  
 \ \_\   \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\    \ \_\\ \_____\ 
  \/_/    \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/     \/_/ \/_____/ 
                                                                                                                                                                                                  

super-realism

Prompt

Super Realism, Woman in a red jacket, snowy, in the style of hyper-realistic portraiture, caninecore, mountainous vistas, timeless beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v 6

Prompt

Super Realism, Headshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style rawHeadshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style rawHeadshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style raw

Prompt

Super Realism, High-resolution photograph, woman, UHD, photorealistic, shot on a Sony A7III --chaos 20 --ar 1:2 --style raw --stylize 250

---

Model description for super realism engine

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	30 & 4380
Epoch	20	Save Every N Epochs	1

Comparison between the base model and related models.

Comparison between the base model FLUX.1-dev and its adapter, a LoRA model tuned for super-realistic realism. [ 28 steps ]

However, it performs better in various aspects compared to its previous models, including face realism, ultra-realism, and others. previous versions [ 28 steps ]

Model Training Basic Details

Feature	Description
Labeling	florence2-en (natural language & English)
Total Images Used for Training	55 [Hi-Res]
Best Dimensions	- 1024 x 1024 (Default)
	- 768 x 1024

Setting Up Flux Space

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 = "Polycruz9/super-realism"
trigger_word = "Super Realism"   #triggerword
pipe.load_lora_weights(lora_repo)

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

Trigger words

Trigger words: You should use Super Realism to trigger the image generation.

• The trigger word is not mandatory; ensure that words like "realistic" and "realism" appear in the image description. The "super realism" trigger word should prompt an exact match to the reference image in the showcase.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.