🚀 Flux-Ghibli-Art-LoRA模型
Flux-Ghibli-Art-LoRA是一个用于图像生成的模型，借助Claymation风格，能生成具有独特卡通风格的图像。该模型在图像生成领域有着不错的表现，可用于各类创意设计场景。
🚀 快速开始
模型设置
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-Claymation-XC-LoRA"
trigger_word = "Claymation"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
触发词使用
你应该使用 Claymation 来触发图像生成。
模型下载
此模型的权重以Safetensors格式提供。
点击下载，可在“文件与版本”选项卡中获取。
✨ 主要特性
- 风格独特：采用Claymation风格，生成具有特色的卡通图像。
- 参数丰富：提供多种图像生成参数设置，满足不同需求。
📦 安装指南
文档未明确提及安装步骤，可参考上述代码示例进行模型的加载和设置。
💻 使用示例
基础用法
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-Claymation-XC-LoRA"
trigger_word = "Claymation"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
📚 详细文档
模型描述
图像处理参数
| 参数 |
值 |
参数 |
值 |
| LR调度器 |
constant |
噪声偏移 |
0.03 |
| 优化器 |
AdamW |
多分辨率噪声折扣 |
0.1 |
| 网络维度 |
64 |
多分辨率噪声迭代次数 |
10 |
| 网络Alpha |
32 |
重复与步数 |
16 & 2000 |
| 轮数 |
10 |
每N轮保存一次 |
1 |
标注：florence2 - en（自然语言 & 英语）
训练使用的总图像数：17
最佳尺寸与推理
| 尺寸 |
宽高比 |
推荐情况 |
| 1280 x 832 |
3:2 |
最佳 |
| 1024 x 1024 |
1:1 |
默认 |
推理范围
模型示例展示
| 输入文本 |
输出图像 |
| Claymation, Captured from a high - angle perspective on a vibrant yellow backdrop, a medium - sized cartoon monkey is posed in front of the viewer. The monkey is adorned with a brown head, a brown vest, and brown pants. Its arms are draped over its chest, adding a touch of balance to the scene. A yellow bottle with a yellow label, adorned with the word "MONKEY" is positioned to the left of the monkey, positioned in a way that creates a stark contrast to the monkeys body. The bottles cap, a yellowish - orange color, adds a pop of color to the composition. Three bananas are arranged to the bottom right corner of the frame. |
点击查看 |
| Claymation, a small cartoon figure stands against a stark white backdrop. The figures face is adorned with a black t - shirt, gray shorts, black shoes, and a pair of white socks. The head of the figure is adorned in a light brown beanie with a white patch on it that reads "KUBO". The figure is holding a wooden baseball bat in its left hand, with the word "OKUBO" written on it in black. |
点击查看 |
| Claymation, a medium - sized cartoon figure stands against a stark yellow backdrop. The figures head is adorned with a gold crown, adorned with small gold dots, adding a pop of color to the scene. Its eyes are wide open, revealing a glimpse of black eyebrows and black eyelashes. Its head is encircled by a gold ribbon, adding depth to the composition. Its outfit is adorned in a cream - colored dress with a brown belt, adding to the overall composition. |
点击查看 |
| Claymation, a small cartoon figure stands against a stark white backdrop. The figures face is adorned with black eyes, a black headband, and a pair of red shorts with a white belt tied around the waist. The word "KUBO" is written in black letters on the chest of the figure, along with the word "UBO" in a smaller font. A life preserver is in its right hand, adding a touch of color to the figure. |
点击查看 |
许可证
此模型使用的许可证为creativeml - openrail - m。
Transformers 支持多种语言%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)