🚀 Canopus-Clothing-Adp-LoRA
Canopus-Clothing-Adp-LoRA 是一個專注於服裝相關圖像生成的模型,藉助 LoRA 技術,在基於 StableDiffusionXL 基礎模型上進行訓練,能根據特定服裝提示詞生成高質量的圖像。
🚀 快速開始
環境搭建
pipe = StableDiffusionXLPipeline.from_pretrained(
"-------------xxxxxxxxx----------",
torch_dtype=torch.float16,
use_safetensors=True,
)
(or)
-----------------------------------------------------------
pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16,
use_safetensors=True,
)
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.load_lora_weights("prithivMLmods/Canopus-Clothing-Adp-LoRA", weight_name="Canopus-Dress-Clothing-LoRA.safetensors", adapter_name="clth")
pipe.set_adapters("clth")
pipe.to("cuda")
觸發提示詞
- Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'Graytheory', the design is minimal, with a raised collar, fabric is a dark grey, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
- Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'yellow theory', the design is minimal, with a raised collar, fabric is a light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
- Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'red theory', the design is minimal, with a raised collar, fabric is a light red, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
- Front view, capture a urban style, Batman Hoodie, technical materials, fabric small point label on text 'Black theory', the design is minimal, with a raised collar, fabric is a Light red, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
- Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
- Front view, capture a urban style, Gta Hoodie, technical materials, fabric small point label on text 'Green theory', the design is minimal, with a raised collar, fabric is a Rose, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
觸發參數
參數 |
詳情 |
提示詞 |
Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt |
採樣器 |
euler |
觸發關鍵詞
你應該使用 Dress, Cloth, Cloth style, Material Style
來觸發圖像生成。
✨ 主要特性
- 專注服裝生成:該模型更適合基於服裝的上下文提示,能夠生成各種風格和材質的服裝圖像。
- 持續優化:模型仍處於訓練階段,後續會不斷改進以提升性能和減少瑕疵。
📦 安裝指南
模型權重以 Safetensors 格式提供。
點擊下載,可在“Files & versions” 標籤中獲取。
📚 詳細文檔
模型描述
prithivMLmods/Canopus-Clothing-Adp-LoRA
圖像生成參數如下:
屬性 |
詳情 |
LR調度器 |
constant |
噪聲偏移 |
0.03 |
優化器 |
AdamW |
多分辨率噪聲折扣 |
0.1 |
網絡維度 |
64 |
多分辨率噪聲迭代次數 |
10 |
網絡Alpha |
32 |
重複次數與步數 |
20 & 1000 |
訓練輪數 |
10 |
每N輪保存一次 |
1 |
注意事項
⚠️ 重要提示
該模型仍處於訓練階段,這並非最終版本,可能存在瑕疵,在某些情況下表現不佳。
📄 許可證
本模型使用的許可證為 creativeml-openrail-m。