|
--- |
|
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 |
|
 |
|
 |
|
## 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. |
