Flux Xmas Realpix LoRA

🚀 Flux-Xmas-Realpix-LoRA模型

Flux-Xmas-Realpix-LoRA是一个用于图像生成的模型，基于特定的基础模型训练，能根据输入的文本提示生成精美的圣诞主题图像，在图像质量和细节呈现上表现出色。

🚀 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 = "strangerzonehf/Flux-Xmas-Realpix-LoRA"
trigger_word = "Xmas Realpix 3D"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

触发词使用

你应该使用 Xmas Realpix 3D 来触发图像生成。

模型下载

该模型的权重以Safetensors格式提供。 点击下载，可在“文件与版本”选项卡中进行操作。

✨ 主要特性

• 丰富的圣诞主题图像生成：能够根据不同的文本提示，生成多样化的圣诞主题图像，如圣诞树下的人物、温馨的客厅场景、热闹的雪村等。
• 参数可调节：提供了一系列图像生成的参数设置，如学习率调度器、优化器等，方便用户根据需求调整。

📦 安装指南

暂未提供具体安装指南，可参考上述快速开始部分的环境设置代码。

💻 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-Xmas-Realpix-LoRA"
trigger_word = "Xmas Realpix 3D"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

# 示例文本提示
text_prompt = 'Xmas Realpix 3D, two women are standing in front of a decorated Christmas tree. The tree is adorned with a variety of red and gold ornaments, and lights. The woman on the left is wearing a black and white dress with a white belt around her waist, and her hair is styled in a ponytail. She is holding a red bow in her left hand, while her right hand is positioned on the tree. Both women are wearing black high-heeled boots, and their hair is short. The Christmas tree is standing on a tiled floor, and there are two presents on the floor to the right of the tree, one is wrapped in a white box and the other is wrapped up in a red box. The walls behind the tree are covered in dark red curtains, and the window behind the trees is covered in white glass panes.'

image = pipe(text_prompt).images[0]
image.show()

高级用法

# 可根据需要调整参数，如推理步数
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-Xmas-Realpix-LoRA"
trigger_word = "Xmas Realpix 3D"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

text_prompt = 'Xmas Realpix 3D, a cozy living room is lit by the warm glow of a fireplace. On the mantle above the fireplace, stockings with names written in glitter are hanging. A golden retriever wearing a red bow around its neck is lying on a plush rug in front of the fireplace. To the left of the dog, a wooden coffee table holds a plate of cookies and a glass of milk. A rocking chair with a knitted blanket draped over it is positioned to the right. The walls are decorated with fairy lights and garlands, adding a festive touch.'

# 设置推理步数
num_inference_steps = 35
image = pipe(text_prompt, num_inference_steps=num_inference_steps).images[0]
image.show()

📚 详细文档

模型描述