Duplicate from prithivMLmods/Canopus-LoRA-Flux-FaceRealism

Co-authored-by: Prithiv Sakthi <prithivMLmods@users.noreply.huggingface.co>

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+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
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Canopus-LoRA-Flux-FaceRealism.safetensors

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+size 612746040

README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:sd-lora
+- stable diffusion
+- flux
+- realism
+- face
+- diffusion
+- flux-dev
+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
+
+- Flux LoRA DLC🥳: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
+
+<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 ] 
+
+## 🚀New Version Available Here🚀
+
+Here's a table summarizing the relevant information about the **`Flux-Super-Realism-LoRA`** model on Hugging Face:
+
+| **Feature**             | **Details**                                                                 |
+|-------------------------|-----------------------------------------------------------------------------|
+| **Model Name**          | `Flux-Super-Realism-LoRA`                                                   |
+| **Repository**          | [strangerzonehf/Flux-Super-Realism-LoRA](https://huggingface.co/strangerzonehf/Flux-Super-Realism-LoRA) |
+| **Author**              | `strangerzonehf`                                                           |
+| **Description**         | Super-realism LoRA model designed to produce high-quality, hyper-realistic images using LoRA fine-tuning techniques. This model can generate lifelike textures, lighting, and intricate details. |
+| **Model Type**          | LoRA (Low-Rank Adaptation for Transformers)                                |
+| **Use Cases**           | - Photorealistic image generation<br>- High-fidelity art<br>- Texture detailing and enhancement |
+| **Primary Language**    | Not applicable (model is image-based)                                      |
+| **Base Model**          | Model used as the foundation for LoRA fine-tuning (may vary per implementation) |
+| **License**             | Refer to Hugging Face model page for specific licensing information.        |
+| **Tags**                | super-realism, LoRA, high-fidelity, hyper-realistic                         |
+| **Usage**               | This model is typically used with tools like Hugging Face's `Diffusers` or other libraries supporting LoRA fine-tuning for enhanced realism in image generation. |
+| **Pipeline**            | Use in `StableDiffusionPipeline` or compatible image generation pipelines. |
+
+## Image Compare DLC.
+
+![prithivMLmods/Canopus-LoRA-Flux-FaceRealism](images/flux1.png)
+
+---
+| 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. |
+
+---
+## 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)
+```
+## App File Structure
+
+/project-root/
+
+├── .gitattributes         
+├── README.md      
+├── app.py             
+├── pythonproject.py     
+
+> [!WARNING]
+> **Warning:**  Do not use a negative prompt as it can lead to the generation of images with artifacts and distortions.
+
+## 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.
+
+- 🪄For anime : https://huggingface.co/prithivMLmods/Canopus-Anime-Art-Flux-LoRA
+
+.
+
+.
+
+🤗: https://hf.co/prithivmlmods