🚀 极简未来主义通量LoRA
这是一个文本到图像的模型,基于LoRA和Diffusers技术,能够根据输入的文本生成具有极简未来主义风格的图像。当前模型仍处于训练阶段,并非最终版本,可能存在瑕疵,在某些情况下表现不佳。
🚀 快速开始
环境设置
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 = "prithivMLmods/Minimal-Futuristic-Flux-LoRA"
trigger_word = "Minimal Futuristic"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
触发词使用
你应该使用 Minimal Futuristic
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(在“文件与版本”选项卡中)。
✨ 主要特性
- 支持文本到图像的转换,生成具有极简未来主义风格的图像。
- 可通过特定的触发词
Minimal Futuristic
来生成特定风格的图像。
📚 详细文档
模型描述
prithivMLmods/Minimal-Futuristic-Flux-LoRA
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 |
重复次数与步数 |
25 & 2.7K |
训练轮数 |
14 |
每N轮保存一次 |
1 |
标注信息
标注方式:florence2 - en(自然语言 & 英语)
训练数据
总共使用了20张高分辨率图像进行训练。
最佳尺寸
数据源
📄 许可证
本模型采用 creativeml-openrail-m
许可证。
🎨 模型效果展示
示例输入与输出
- 输入文本:'Minimal Futuristic, a black bird with a black beak and red eyes stands in front of an orange square-shaped object. The birds head is positioned in a way that is positioned to the right of the frame, its beak is pointed towards the right. Its eyes are a bright red, adding a pop of color to the otherwise monochromatic image. The background is a muted gray, creating a stark contrast to the black bird and the orange square object.'
输出图像:点击查看
- 输入文本:'Minimal Futuristic, A digital art painting of a womans face. The woman has short dark brown hair that is pulled back into a bun. Her eyes are dark and her lips are a lighter shade of pink. Her eyebrows are a darker shade of brown. Her lips are slightly parted and her mouth is slightly open. She is wearing a black t-shirt with a collar. The background is a dark gray and orange striped wall.'
输出图像:点击查看
- 输入文本:'Minimal Futuristic, Captured in a digital art style, a womans face is visible in the foreground. The womans head is positioned in front of a mirror, which is mounted on a wall. The mirrors reflection is visible on the right side of the frame, depicting a wave in the water. The background is a combination of black, orange, and yellow, creating a vibrant contrast to the womans outfit. The outline of the mirror is encircled by a red circle, adding a pop of color to the scene.'
输出图像:点击查看
⚠️ 重要提示
该模型仍处于训练阶段,这不是最终版本,可能包含瑕疵,在某些情况下表现不佳。