🚀 3D可愛風LoRA模型
本項目是一個基於LoRA(Low-Rank Adaptation)技術的文本到圖像生成模型,可根據輸入的文本描述生成3D可愛風格的圖像。目前模型仍在訓練中,最終效果值得期待。
🚀 快速開始
環境配置
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)
觸發詞使用
你需要使用 Cute 3d Kawaii
來觸發圖像生成。
模型下載
此模型的權重以Safetensors格式提供。你可以在 Files & versions 標籤頁 下載。
✨ 主要特性
- 風格獨特:能夠生成3D可愛風的圖像,滿足特定風格需求。
- 基於LoRA:採用低秩適應技術,訓練效率高。
📦 安裝指南
安裝步驟已在快速開始部分的環境配置中展示,按照代碼示例操作即可。
📚 詳細文檔
模型描述
strangerzonehf/Flux-Cute-3D-Kawaii-LoRA
圖像參數處理如下:
參數 |
值 |
參數 |
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 |
標註方式:florence2 - en(自然語言 & 英語)
訓練使用的總圖像數:24
最佳尺寸
- 768 x 1024(最佳)
- 1024 x 1024(默認)
📄 許可證
本模型使用 creativeml-openrail-m
許可證。
⚠️ 重要提示
該模型仍處於訓練階段,這不是最終版本,可能會包含瑕疵,並且在某些情況下表現不佳。

模型效果示例
示例1
- 輸入文本:'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.'
- 輸出圖像:點擊查看
示例2
- 輸入文本:'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.'
- 輸出圖像:點擊查看
示例3
- 輸入文本:'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.'
- 輸出圖像:點擊查看