Duplicate from prithivMLmods/Flux-Realism-FineDetailed

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

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Flux-Realism-FineDetailed.safetensors

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+oid sha256:0af6094b0340836e70978daff0780fcec582d889fa1f314ba5f4a5c1a77177f1
+size 612747312

README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- Realism
+- Fine-Detailed
+- Flux.1-dev
+widget:
+- text: >-
+    Fine Detailed, A half Body Photo of a beautiful brunette Scottish girl,
+    green eyes, messy beehive hair style, natural skin complexion, slim with
+    curves, tartan shirt, outdoor background, soft lighting, captured by
+    {randomly selected} photographer. This image looks glamorous and elegant in
+    style and outdoor  background that was recognized as a contest winner. It
+    has been featured on CG Society. Cinematic
+  output:
+    url: images/FD1.png
+- text: >-
+    Fine Detailed, A close-up shot of a medium-sized man with medium-length
+    brown hair and a goatee. His eyes are a piercing blue, and his eyebrows are
+    a darker shade of brown. He is wearing a brown jacket over a white t-shirt,
+    and a gray sweater with a zipper on the right side of the jacket. The
+    background is blurred, and the lighting is soft, creating a soft focus on
+    the mans face.
+  output:
+    url: images/FD2.png
+- text: >-
+    Fine Detailed, A woman with long red hair, wearing a fur coat, standing
+    outdoors in snowy Red Square, Moscow, with iconic colorful domes in the
+    background. She faces slightly sideways, looking directly at the camera with
+    a calm expression.
+  output:
+    url: images/FD3.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Fine Detailed
+license: creativeml-openrail-m
+---
+## Flux-Realism-FineDetailed  - B+ 20
+
+<Gallery />
+
+- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
+
+**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/Flux-Realism-FineDetailed**
+
+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           | 28 & 3400|
+| Epoch                     | 15  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 27 
+
+## 🚀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. |
+
+## Realism LoRA In-Image
+![prithivMLmods/Flux-Realism-FineDetailed](images/FD.png)
+![prithivMLmods/Flux-Realism-FineDetailed](images/flux1.png)
+## Best Dimensions
+
+- 1024 x 1024 (Default)
+  
+## 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/Flux-Realism-FineDetailed"
+trigger_word = "Fine Detailed"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words 🧨
+
+> [!WARNING]
+> **Trigger words:**  You should use `Fine Detailed` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Flux-Realism-FineDetailed/tree/main) them in the Files & versions tab.