A newer version of this model is available: strangerzonehf/Flux-Super-Realism-LoRA

Canopus-LoRA-Flux-UltraRealism-2.0

Prompt
Woman in a red jacket, snowy, in the style of hyper-realistic portraiture, caninecore, mountainous vistas, timeless beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v 6
Prompt
Photograph, candid shot, famous randomly couch and randomly finished with randomly cats, center point for cat, Use camera is Canon EOS 5D Mark IV with a Canon EF 24mm f/1.4L II USM lens, set at aperture f/2.8 for a depth of field that highlights the furniture clean lines with rich and many detail, randomly color and finished, soft ambient light, studio light setting, ultra realistic, UHD, many details --chaos 1 --ar 9:16 --style raw --stylize 750
Prompt
High-resolution photograph, woman, UHD, photorealistic, shot on a Sony A7III --chaos 20 --ar 1:2 --style raw --stylize 250

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-UltraRealism-2.0

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 & 3.8K+
Epoch 20 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 70 [ Hi-RES ] & More ...............

๐Ÿš€New Version Available Here๐Ÿš€

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.

Image Compare DLC.

Canopus-LoRA-Flux-UltraRealism-2.0


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.

Other Sample

Image Prompt
Image 1 Photography, envision an image steeped in urban nostalgia, a portrait of youthful ennui set against the backdrop of a timeless cityscape. A woman lounges languidly on an old, industrial metal staircase, her pose exuding a sense of introspection and quiet defiance. A plain black t-shirt, snug and slightly worn, subtly contours to her frame. Her black jeans embrace streetwear chic. Classic black and white shoes strike a stark contrast with the rusted steps, while her casual lace-up style hints at a readiness to spring into motion. Her hair is a cascade of dark waves, partly obscured by a black cap, its brim peeking out with a hint of youthful edge. Around her, the weathered brick walls whisper stories of the city's past, the windows reflecting fragmented visions of urban life. There's an air of contemplation as she rests her head on one arm, gazing distantly, perhaps lost in thought or simply enjoying a moment of solitude in the urban maze. Used camera: Sony ฮฑ9 II with Sony FE 100-400mm f/4.5-5.6 GM OSS lens, emulating a high-contrast, ultra realistic style. --ar 9:16 --style raw --stylize 750

Trigger words

You should use Ultra realistic to trigger the image generation.

Other Versions

Hereโ€™s a table format for the Hugging Face model "prithivMLmods/Canopus-LoRA-Flux-FaceRealism":

Attribute Details
Model Name Canopus-LoRA-Flux-FaceRealism
Model ID prithivMLmods/Canopus-LoRA-Flux-FaceRealism
Hugging Face URL Canopus-LoRA-Flux-FaceRealism
Model Type LoRA (Low-Rank Adaptation)
Primary Use Case Face Realism image generation
Supported Framework Hugging Face Diffusers
Data Type bfloat16, fp16, float32
Compatible Models Stable Diffusion, Flux models
Model Author prithivMLmods
LoRA Technique LoRA for image style transfer with a focus on generating realistic faces
Model Version Latest
License Open-Access
Tags LoRA, Face Realism, Flux, 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-UltraRealism-2.0"
trigger_word = "Ultra realistic"  
pipe.load_lora_weights(lora_repo)

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

App File Structure

/project-root/

โ”‚ โ”œโ”€โ”€ .gitattributes
โ”œโ”€โ”€ README.md
โ”œโ”€โ”€ app.py
โ”œโ”€โ”€ pythonproject.py

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab . . .๐Ÿค—: https://hf.co/prithivmlmods

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