Canopus Realism

title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned	license	header	short_description
CANOPUS REALISM	??	red	gray	gradio	4.37.2	app.py	false	creativeml-openrail-m	mini	Canopus Realism | Text to Image LoRA

Model Repository : https://huggingface.co/prithivMLmods/Canopus-Realism-LoRA

Run in Colab / kaggle notebooks

? : https://colab.research.google.com/drive/18dLI-YQPOP74ZQmEn6MhymZHZTzyD677?usp=sharing

Procedure :
Get HF_TOKEN (access token) to access the model.
Get Logged into Huggingface✅

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Spaces: https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

Clone by :

# Make sure you have git-lfs installed (https://git-lfs.com)
git lfs install

git clone https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

# If you want to clone without large files - just their pointers

GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

??Demo Images :

Working Demo

Screenshots

Requirements.txt

torch	diffusers	transformers	safetensors
accelerate	spaces	peft	pillow

Model Dx

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Canopus-Realism-LoRA

The LoRA for the Realism model was trained based on Stable Diffusion XL, working paired with the RealVisXL_V4.0_Lightning model to obtain better diffusion and enhanced results.

Parameter	Description
Space Name	Canopus-Realism
Model Repo	⚡Datasets Used⚡
Default Theme	Light by Defalut / Can be altered
Description	Canopus-Realism provides realistic image generation capabilities with a focus on high-quality outputs.

Training 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	20
Epoch	20	Save Every N Epochs	1

Basic Parameters Passed to the Code

Parameter	Value
Prompt	Closeup of blonde woman depth of field, bokeh, shallow focus, minimalism, fujifilm xh2s with Canon EF lens, cinematic --ar 85:128 --v 6.0 --style raw
Sampler	euler

Download Model

Weights for this model are available in Safetensors format. You can download them from the Files & versions tab.

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.@prithivmlmods - hf