🚀 3D可爱风LoRA模型
本项目是一个基于LoRA(Low-Rank Adaptation)技术的文本到图像生成模型,可根据输入的文本描述生成3D可爱风格的图像。目前模型仍在训练中,最终效果值得期待。
🚀 快速开始
环境配置
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 = "strangerzonehf/Flux-Cute-3D-Kawaii-LoRA"
trigger_word = "Cute 3d Kawaii"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
触发词使用
你需要使用 Cute 3d Kawaii
来触发图像生成。
模型下载
此模型的权重以Safetensors格式提供。你可以在 Files & versions 标签页 下载。
✨ 主要特性
- 风格独特:能够生成3D可爱风的图像,满足特定风格需求。
- 基于LoRA:采用低秩适应技术,训练效率高。
📦 安装指南
安装步骤已在快速开始部分的环境配置中展示,按照代码示例操作即可。
📚 详细文档
模型描述
strangerzonehf/Flux-Cute-3D-Kawaii-LoRA
图像参数处理如下:
参数 |
值 |
参数 |
值 |
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 |
25 & 3270 |
Epoch |
18 |
Save Every N Epochs |
1 |
标注方式:florence2 - en(自然语言 & 英语)
训练使用的总图像数:24
最佳尺寸
- 768 x 1024(最佳)
- 1024 x 1024(默认)
📄 许可证
本模型使用 creativeml-openrail-m
许可证。
⚠️ 重要提示
该模型仍处于训练阶段,这不是最终版本,可能会包含瑕疵,并且在某些情况下表现不佳。

模型效果示例
示例1
- 输入文本:'Cute 3d Kawaii, a cartoon figure stands on a light blue surface. The figures face is adorned with a yellow t-shirt, a pair of light blue shorts, and yellow and orange shoes. Its eyes, a smile, and a few small black dots dot the face. The head of the figure has long dark brown hair, and two ears are sticking out from the sides of her head. The background is a light teal, with a few white clouds floating in the air.'
- 输出图像:点击查看
示例2
- 输入文本:'Cute 3d Kawaii, Captured from a low-angle perspective on a light blue backdrop, a cartoon ghost is positioned in the center of the frame. The ghost is adorned with a smiley face, adorned with black eyes, black circles, and pink circles. Its mouth is open, revealing a pink tongue. Its teeth are adorned with small white dots, adding a pop of color to the scene. Above the ghost are three white clouds floating in the air. The background is a muted blue, creating a stark contrast to the ghost.'
- 输出图像:点击查看
示例3
- 输入文本:'Cute 3d Kawaii, a 3D rendering of a female dolls head is displayed against a pink backdrop. The dolls face is adorned with a white collar, a white shirt, and brown suspenders. Her hair is styled in a ponytail, adding a pop of color to the scene. Her eyes are tinted brown, and her eyebrows are a darker shade of brown. Her lips are a lighter shade of pink, and shes wearing a white button-down shirt underneath her. Her ears are slender and pointy. Her mouth is slightly slightly parted, as if shes looking at the viewer.'
- 输出图像:点击查看