metadata
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
- Prompt
- 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
- Prompt
- 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.
- Prompt
- 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.
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 |
| 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 - High-fidelity art - 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 🧨
Trigger words: You should use
Fine Detailedto trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.