Cat-Collar

Cat Collar

<img src="https://huggingface.co/nukomasshigura/Cat-Collar/resolve/main/asset/cover.png" width=60% />

Introduction

Cat Collar is a text-to-image model fine-tuned from Chroma1-HD.
This model was trained with the goal of enhancing anime style.
No learning was conducted regarding the addition of characters.

Model Description

<!-- Provide a longer summary of what this model is. -->

• Developed by: nuko masshigura
• Model type: Text-to-Image generative model based on Chroma1-HD
• License: Apache License 2.0
• Finetuned from model: Chroma1-HD

Model Components

• Diffusion model: This model
• Text Encoder: T5 XXL Text Encoder or FLAN-T5-XXL
• AutoEncoder: Flux.1 AE

How to Get Started with the Model

Please refer to the Chroma1-HD 's model card.
You need to use the webui that Chroma.

• ComfyUI
• Forge Neo
• Forge

Recommended settings

• Sampler: euler
• Scheduler: beta
• Steps: >=30
• CFG (guidance): 3 – 7
• Resolution: 1M pixel (1024 × 1024, 768 × 1532, 968 × 1322, 1152 × 832, and so on)

Prompt

You can use Danbooru Tags and Natural Language Prompts (English)
If you use Natural Language Prompts, I recommend the following prompt structure.

1. Begins with phrases like "Anime-style illustration of," "Anime illustration of," or "Digital illustration of"
2. Mention pivotal elements like people, objects, scenery
3. Mention concrete details like color, shape, texture, and spatial relationships

Negative Prompt

low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette,  

Training Information

• base model: Chroma1-HD
• dataset: 2.1k anime style dataset with danbooru tags and English captions
• hardware: Geforce RTX5090 x 1
• training tool: OneTrainer
• train data type: bf16
• output data type bf16
• resolution: 1024
• optimizer_type: Adafactor
• learning rate: 3e-5
• learning rate scheduler: REX
• epochs: 20
• local batch size: 8
• accumulation steps: 1
• gradient checkpointing: CPU_OFFLOADED
• loss weright function: min_snr_gamma
• timestamp distribution: SIGMOID

Example

Example 1

1girl, solo, orange eyes, brown eyes, yellow eyes, long hair, hair intakes, black hair, brown hair, eyebrows visible through hair, small breasts,
parted lips, sidelocks, floating hair, white dress, sundress, sleeveless dress, frilled dress, spaghetti strap, short dress, bare shoulders,
barefoot, bare legs, collarbone, thighs, white bow, white ribbon, closed mouth, smile, bare arms, skirt hold, looking at viewer,
wading, standing, blush, armpit crease, dutch angle, reflection, diffraction spikes, lens flare, backlighting, light rays, light particles,
sunlight, outdoors, mountain, horizon, white flower, yellow flower, pond, gradient sky, sunrise, evening, river, daisy, blue sky, ripples,
nature, wind, water, cloud, grass, mountainous horizon, sunset, petals, sun, cloudy sky, field, stream, scenery, day, tree, twilight,
masterpiece, best quality, absurdres, very aesthetic, 

<img src="https://huggingface.co/nukomasshigura/Cat-Collar/resolve/main/asset/sample1.webp" width=50% />

Example 2

1girl, solo, blue eyes, orange hair, two side up, small breasts, thighs, sidelocks, eyebrows visible through hair, floating hair, school uniform,
pleated skirt, puffy short sleeves, dress shirt, emblem, wing collar, striped bow, black bag, light smile, closed mouth, looking away,
looking to the side, walking, arm at side, hand up, cowboy shot, day, reflection, sunlight, outdoors, town, blue sky, pavement, sidewalk,
masterpiece, best quality, absurdres, very aesthetic,
A girl is walking through the city. She has blue eyes and orange hair, which she wears in twin tails and is tied with a green ribbon.
She is wearing a beige sweater vest, a white collared short-sleeved shirt, white socks and a black miniskirt.
She has a pink striped ribbon on her chest. She has her school bag slung over her shoulder.
It's sunny now after the rain, and there are puddles on the road. She is walking while looking at the store window.
She keeps one hand in her hair. 

<img src="https://huggingface.co/nukomasshigura/Cat-Collar/resolve/main/asset/sample2.webp" width=50% />

Acknowledgments

• lodestones: Thanks to lodestones for sharing awesome model.