Name: stable diffusion trained on yujiro hanma images baki anime fun project
Author: nicky007

Overview

This specialized Stable Diffusion checkpoint is fine-tuned on a targeted dataset of Yujiro Hanma from the Baki anime series. Unlike general-purpose models, this LoRA/checkpoint is optimized to capture the specific anatomical exaggerations, aggressive facial expressions, and distinct art style of the series. For developers building fan-driven applications or stylized character generators, it provides a reliable way to maintain character consistency without complex prompting. It integrates seamlessly into any standard Diffusers pipeline or WebUI, serving as a practical example of how domain-specific fine-tuning can reduce prompt engineering overhead for niche visual styles.

Highlights

High fidelity to Yujiro Hanma's specific anime aesthetic
Optimized for consistent character anatomy and expressions
Compatible with standard Stable Diffusion integration pipelines
Reduces prompt complexity for Baki-style image generation

Usage

Install

# Install Hugging Face transformers
pip install transformers torch

SDK Usage

# Load model with transformers
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained("nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project")
tokenizer = AutoTokenizer.from_pretrained("nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project")

Hugging Face Download

We recommend downloading the model via the Hugging Face CLI or Hub SDK.

Guidance：Before downloading, install huggingface_hub with:

Guidance

pip install -U huggingface_hub

CLI Download

Download the full repository

huggingface-cli download nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project

Download a single file to a local folder (e.g. config.json into ./dir)

huggingface-cli download nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project config.json --local-dir ./dir

See the official docs for more CLI options

SDK Download

# 模型下载
from huggingface_hub import snapshot_download
model_dir = snapshot_download('nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project')

Git Download

Make sure git-lfs is installed first

Git Download

git lfs install
git clone https://huggingface.co/nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project

To skip LFS large-file downloads, use:

Skip LFS

GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project

Model files are hosted on the Hugging Face Hub — download directly via HF CLI / SDK / Git, not through this site.

PyTorch / Transformers Usage

Install Transformers

pip install -U transformers torch

Load the model and run inference

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained('nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project')
tokenizer = AutoTokenizer.from_pretrained('nicky007/stable-diffusion-trained-on-yujiro-hanma-images-baki-anime-fun-project')

Full Documentation

来源: HuggingFace

---
license: creativeml-openrail-m
tags:

text-to-image

stable-diffusion

---

Stable_Diffusion-trained-on-YUJIRO-HANMA-images(Baki-anime)-Fun-project model trained by nicky007

Trained on YUJIRO HANMA character of Baki-the grappler anime ..its just a fun project coz i was bored..
try Text on the prompt like:
'yujiro hanma clay statue',
'yujiro hanma laughing and angry pose',
'yujiro hanma posing very angry' etc

Or you can try your own unique text

Enjoy ,have a wonderfull day !!