README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:sd-lora
- stable diffusion
- flux
- realism
- face
- diffusion
widget:
- text: >-
    A portrait of an attractive woman in her late twenties with light brown hair
    and purple, wearing large a a yellow sweater. She is looking directly at the
    camera, standing outdoors near trees.. --ar 128:85 --v 6.0 --style raw
  output:
    url: images/11.png
- text: >-
    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/22.png
- text: >-
    A photo of the model wearing a white bodysuit and beige trench coat, posing
    in front of a train station with hands on head, soft light, sunset, fashion
    photography, high resolution, 35mm lens, f/22, natural lighting, global
    illumination. --ar 85:128 --v 6.0 --style raw
  output:
    url: images/66.png
- text: >-
    An image of a woman with fair skin and natural, wavy hair styled in soft
    curls around her face. She has defined eyebrows and light-colored eyes that
    draw attention. She dressed in a red and navy plaid shirt with the top
    unbuttoned to show a white undershirt, and the sleeves rolled up to the
    forearms. The woman is casually leaning against a weathered blue door frame
    with peeling paint, adding a rustic charm to the scene. Her arms are crossed
    or resting in front of her, and she has a soft, contemplative expression on
    her face.
  output:
    url: images/44.png
- text: >-
    A black and white photo of a woman with shadow., in the style of minimalist
    beauty, light bronze and bronze, serene faces, sharp edges, karencore, high
    definition, contrast shading, realism --ar 3:5 --stylize 750 --v 6.0 --style
    rawA black and white photo of a woman with shadow., in the style of
    minimalist beauty, light bronze and bronze, serene faces, sharp edges,
    karencore, high definition, contrast shading, realism --ar 3:5 --stylize 750
    --v 6.0 --style raw
  output:
    url: images/5.webp
- text: >-
    Photograph, face, young man professional model, minimalist, stylish nessy
    long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L
    lens, solid white environment, studio lights setting, ultra-realistic, 32K
    UHD --ar 9:16 --style raw --stylize 700Photograph, face, young man
    professional model, minimalist, stylish nessy long hairstyle, beard,
    profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white
    environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16
    --style raw --stylize 700
  output:
    url: images/33.png
base_model: black-forest-labs/FLUX.1-schnell
instance_prompt: face, realism, face realism
license: creativeml-openrail-m
---
# Canopus-LoRA-Flux-FaceRealism

The demo is here : https://huggingface.co/spaces/prithivMLmods/FLUX-REALISM

🪄For anime : https://huggingface.co/prithivMLmods/Canopus-Anime-Art-Flux-LoRA

<Gallery />

**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-FaceRealism**

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 & 3.1K+ |
| Epoch                     | 20     | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 200+ [ Hi-RES ] & More ...............

& More ...
## Trigger prompts


      A portrait of an attractive woman in her late twenties with light brown hair and purple, wearing large a a yellow sweater. She is looking directly at the camera, standing outdoors near trees.. --ar 128:85 --v 6.0 --style raw

      
      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 raw
      
      
      A photo of the model wearing a white bodysuit and beige trench coat, posing in front of a train station with hands on head, soft light, sunset, fashion photography, high resolution, 35mm lens, f/22, natural lighting, global illumination. --ar 85:128 --v 6.0 --style raw
      
      
      An image of a woman with fair skin and natural, wavy hair styled in soft curls around her face. She has defined eyebrows and light-colored eyes that draw attention. She's dressed in a red and navy plaid shirt with the top unbuttoned to show a white undershirt, and the sleeves rolled up to the forearms. The woman is casually leaning against a weathered blue door frame with peeling paint, adding a rustic charm to the scene. Her arms are crossed or resting in front of her, and she has a soft, contemplative expression on her face.
      
      
      A black and white photo of a woman with shadow., in the style of minimalist beauty, light bronze and bronze, serene faces, sharp edges, karencore, high definition, contrast shading, realism --ar 3:5 --stylize 750 --v 6.0 --style raw
      
      
      Photograph, face, young man professional model, minimalist, stylish nessy long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16 --style raw --stylize 700


| Parameter       | Value                                                                                 |
|-----------------|---------------------------------------------------------------------------------------|
| Prompt          |  Photograph, face, young man professional model, minimalist, stylish nessy long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16 --style raw --stylize 700 |
| Sampler         | euler                                                                                 |

## Trigger words

You should use `face` to trigger the image generation.

You should use `realism` to trigger the image generation.

You should use `face realism` to trigger the 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-FaceRealism"
trigger_word = "Realism"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

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

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/tree/main) them in the Files & versions tab.