Flux Xmas Realpix LoRA

🚀 Flux-Xmas-Realpix-LoRA模型

Flux-Xmas-Realpix-LoRA是一個用於圖像生成的模型，基於特定的基礎模型訓練，能根據輸入的文本提示生成精美的聖誕主題圖像，在圖像質量和細節呈現上表現出色。

🚀 快速開始

環境設置

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)

觸發詞使用

你應該使用 Xmas Realpix 3D 來觸發圖像生成。

模型下載

該模型的權重以Safetensors格式提供。 點擊下載，可在“文件與版本”選項卡中進行操作。

✨ 主要特性

• 豐富的聖誕主題圖像生成：能夠根據不同的文本提示，生成多樣化的聖誕主題圖像，如聖誕樹下的人物、溫馨的客廳場景、熱鬧的雪村等。
• 參數可調節：提供了一系列圖像生成的參數設置，如學習率調度器、優化器等，方便用戶根據需求調整。

📦 安裝指南

暫未提供具體安裝指南，可參考上述快速開始部分的環境設置代碼。

💻 使用示例

基礎用法

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()

高級用法

# 可根據需要調整參數，如推理步數
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.'

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

📚 詳細文檔

模型描述