metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - flux-dev
  - ultra
  - realism
  - photorealism
  - hi-res
  - face
  - diffusion
  - UltraRealism
widget:
  - text: >-
      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: >-
      Photograph, candid shot, famous randomly couch and randomly finished with
      randomly cats, center point for cat, Use camera is Canon EOS 5D Mark IV
      with a Canon EF 24mm f/1.4L II USM lens, set at aperture f/2.8 for a depth
      of field that highlights the furniture clean lines with rich and many
      detail, randomly color and finished, soft ambient light, studio light
      setting, ultra realistic, UHD, many details --chaos 1 --ar 9:16 --style
      raw --stylize 750
    output:
      url: images/5.png
  - text: >-
      High-resolution photograph, woman, UHD, photorealistic, shot on a Sony
      A7III --chaos 20 --ar 1:2 --style raw --stylize 250
    output:
      url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Ultra realistic
license: creativeml-openrail-m

Canopus-LoRA-Flux-UltraRealism-2.0

Prompt
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
Photograph, candid shot, famous randomly couch and randomly finished with randomly cats, center point for cat, Use camera is Canon EOS 5D Mark IV with a Canon EF 24mm f/1.4L II USM lens, set at aperture f/2.8 for a depth of field that highlights the furniture clean lines with rich and many detail, randomly color and finished, soft ambient light, studio light setting, ultra realistic, UHD, many details --chaos 1 --ar 9:16 --style raw --stylize 750

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

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/Canopus-LoRA-Flux-UltraRealism-2.0

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 & 3.8K+
Epoch	20	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 70 [ Hi-RES ] & More ...............

Image Compare DLC.

Image	Description
Image 1	Portrait of an attractive woman: Late twenties, light brown hair, wearing a yellow sweater, looking directly at the camera. Standing outdoors near trees. Aspect ratio: 128:85. Style: Raw
Image 2	Headshot of a handsome young man: Dark gray sweater with buttons and shawl collar, brown hair, short beard. Serious expression on a black background, soft studio lighting. Aspect ratio: 85:128. Style: Raw
Image 3	Fashion photo: Model in a white bodysuit and beige trench coat, posing with hands on head in front of a train station at sunset. High resolution, 35mm lens, f/22, natural lighting. Aspect ratio: 85:128. Style: Raw
Image 4	Rustic portrait: Woman with fair skin and natural, wavy hair in soft curls. Wearing a red and navy plaid shirt with a white undershirt, sleeves rolled up. Leaning against a weathered blue door frame with a contemplative expression.

Other Sample

Image	Prompt
	Photography, envision an image steeped in urban nostalgia, a portrait of youthful ennui set against the backdrop of a timeless cityscape. A woman lounges languidly on an old, industrial metal staircase, her pose exuding a sense of introspection and quiet defiance. A plain black t-shirt, snug and slightly worn, subtly contours to her frame. Her black jeans embrace streetwear chic. Classic black and white shoes strike a stark contrast with the rusted steps, while her casual lace-up style hints at a readiness to spring into motion. Her hair is a cascade of dark waves, partly obscured by a black cap, its brim peeking out with a hint of youthful edge. Around her, the weathered brick walls whisper stories of the city's past, the windows reflecting fragmented visions of urban life. There's an air of contemplation as she rests her head on one arm, gazing distantly, perhaps lost in thought or simply enjoying a moment of solitude in the urban maze. Used camera: Sony α9 II with Sony FE 100-400mm f/4.5-5.6 GM OSS lens, emulating a high-contrast, ultra realistic style. --ar 9:16 --style raw --stylize 750

Image

Prompt

Photography, envision an image steeped in urban nostalgia, a portrait of youthful ennui set against the backdrop of a timeless cityscape. A woman lounges languidly on an old, industrial metal staircase, her pose exuding a sense of introspection and quiet defiance. A plain black t-shirt, snug and slightly worn, subtly contours to her frame. Her black jeans embrace streetwear chic. Classic black and white shoes strike a stark contrast with the rusted steps, while her casual lace-up style hints at a readiness to spring into motion. Her hair is a cascade of dark waves, partly obscured by a black cap, its brim peeking out with a hint of youthful edge. Around her, the weathered brick walls whisper stories of the city's past, the windows reflecting fragmented visions of urban life. There's an air of contemplation as she rests her head on one arm, gazing distantly, perhaps lost in thought or simply enjoying a moment of solitude in the urban maze. Used camera: Sony α9 II with Sony FE 100-400mm f/4.5-5.6 GM OSS lens, emulating a high-contrast, ultra realistic style. --ar 9:16 --style raw --stylize 750

Trigger words

You should use Ultra realistic to trigger the image generation.

Other Versions

Here’s a table format for the Hugging Face model "prithivMLmods/Canopus-LoRA-Flux-FaceRealism":

Attribute	Details
Model Name	Canopus-LoRA-Flux-FaceRealism
Model ID	`prithivMLmods/Canopus-LoRA-Flux-FaceRealism`
Hugging Face URL	Canopus-LoRA-Flux-FaceRealism
Model Type	LoRA (Low-Rank Adaptation)
Primary Use Case	Face Realism image generation
Supported Framework	Hugging Face Diffusers
Data Type	`bfloat16`, `fp16`, `float32`
Compatible Models	Stable Diffusion, Flux models
Model Author	`prithivMLmods`
LoRA Technique	LoRA for image style transfer with a focus on generating realistic faces
Model Version	Latest
License	Open-Access
Tags	LoRA, Face Realism, Flux, Image Generation

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/Canopus-LoRA-Flux-UltraRealism-2.0"
trigger_word = "Ultra realistic"  
pipe.load_lora_weights(lora_repo)

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

App File Structure

/project-root/

│ ├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab . . .🤗: https://hf.co/prithivmlmods