Ekmix - An open-source image generation model that creates high-quality images blending anime and reality for free.

Ekmix Diffusion

Developed by EK12317

Ekmix-Diffusion is a text-to-image generation model based on stable diffusion technology, focusing on generating high-quality images that blend anime and realistic styles.

Image Generation EnglishOpen Source License:Openrail #Soft Light Anime Rendering #High-Resolution Restoration #LoRA Hybrid Model

Downloads 9,081

Release Time : 12/18/2022

Model Overview

This model combines the characteristics of multiple LoRA models, capable of generating images with soft lines and fine details, especially suitable for balancing anime and realistic styles.

Model Features

Soft Lines

Generates images with soft lines and fine details using Hires.fix technology.

Anime-Realism Balance

Achieves a perfect balance between anime and realistic styles through block-weighted merging technology.

Multi-LoRA Model Fusion

Combines the characteristics of multiple LoRA models to generate diverse image styles.

Model Capabilities

Text-to-Image Generation

Anime-Style Image Generation

Realistic-Style Image Generation

High-Resolution Image Generation

Use Cases

Anime Creation

Virtual Streamer Image Generation

Generates virtual streamer images with fine details, such as pink hair, blue-striped hair, and other features.

The generated images are highly detailed and artistic, suitable for wallpapers or promotional materials.

Lolita-Style Image Generation

Generates anime characters in a lolita style, featuring black hair, blue eyes, and other characteristics.

The images have a soft style with rich details, ideal for anime creation.

Realistic-Style Creation

Underwater Scene Generation

Generates underwater scenes with beautiful details, such as wet hair, floating water splashes, etc.

The images are highly realistic and detailed, suitable for artistic creation.

🚀 Ekmix-Diffusion

This project offers different models for text - to - image generation, including Ekmix - Pastel and Ekmix - gen4. It also provides useful negative prompt examples and showcases the effects of different hypernetworks.

🚀 Quick Start

Example

The negative prompt like ”Negative prompt: (worst quality, low quality:1.4)” can be very useful in various scenarios. All models can perform well with the correct Hires.fix setting.

✨ Features

Ekmix - Pastel

It generates pastel - themed images with well - defined lines when using Hires.fix. The loras are merged into the model.

python networks\merge_lora.py --sd_model .\models\model.safetensors --save_to .\lora\2.safetensors --models  .\lora\MagicLORA.pt  .\lora\Jordan_3.safetensors  .\lora\sttabi_v1.4-04.safetensors  .\lora\xlimo768.pt  .\lora\dpep2.pt  --ratios 0.3 1 0.5 0.6 0.35

Example Image

masterpiece,best quality,best quality,Amazing,beautiful detailed eyes,1girl,finely detail,Depth offield,extremely detailed CG unity 8k wallpaper,masterpiece,upper body,(vtuber minato aqua),pink hair,blue streaked hair, palace,holy,white long split mop dress ,mature female,standing,medium_breasts,silver-tiara,smile,black high heels,very long hair, body towards aside,jewelry,hair blue flower,grey eyes,close-up,
Negative prompt: (worst quality, low quality:1.3)
Steps: 30, Sampler: Euler a, CFG scale: 6, Seed: 191289851, Size: 512x768, Model hash: 0526445f65, Denoising strength: 0.5, Eta: 0.5, Clip skip: 2, ENSD: 31337, Hires resize: 856x1280, Hires steps: 30, Hires upscaler: Latent

Pastel images without Hires.fix can also have great results. Example Image

{masterpiece},{best quality},{1girl,{{loli},black hair,blue eyes,very long hair,hair flower,hanfu,happy}},Amazing,beautiful detailed eyes,finely detail,Depth of field,extremely detailed CG,original,outdoors,beautiful detailed hand,beautiful detailed fingers,{{soaked},{wet through}},{body under water},standing,{beautiful detailed water,beautiful detailed sky,fluttered detailed splashs}
Negative prompt: (worst quality, low quality:1.3)
Steps: 30, Sampler: DPM++ 2M Karras, CFG scale: 6, Seed: 2035526620, Size: 768x512, Model hash: ca485b96f8, Eta: 0.5, Clip skip: 2, ENSD: 31337

Ekmix - gen4

It strikes a balance between anime and reality, achieved by block - weighted merge. Example Image 1

masterpiece,best quality,best quality,Amazing,beautiful detailed eyes,1girl,finely detail,Depth offield,extremely detailed CG unity 8k wallpaper,masterpiece,upper body,(vtuber minato aqua),pink hair,blue streaked hair, palace,holy,white long split mop dress ,mature female,standing,medium_breasts,silver-tiara,smile,black high heels,very long hair, body towards aside,jewelry,hair blue flower,grey eyes,close-up,

Example Image 2

{masterpiece},{best quality},{1girl,{{loli},black hair,blue eyes,very long hair,hair flower,hanfu,happy}},Amazing,beautiful detailed eyes,finely detail,Depth of field,extremely detailed CG,original,outdoors,beautiful detailed hand,beautiful detailed fingers,{{soaked},{wet through}},{body under water},standing,{beautiful detailed water,beautiful detailed sky,fluttered detailed splashs},by Paul Hedley,

Great Hypernetworks

Style 1 and 2 are the author's favorites. Style 3 and 4 may need retraining. Example Image

📄 License

This project is licensed under the creativeml - openrail - m license.

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