Canopus LoRA Flux Anime

🚀 Canopus-LoRA-Flux-Anime

Canopus-LoRA-Flux-Anime 是一個專注於動漫風格圖像生成的模型。它基於特定的基礎模型進行訓練，能根據不同的提示詞生成多樣化的動漫圖像，適用於動漫創作、圖像設計等領域。

🚀 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 = "prithivMLmods/Canopus-Anime-Art-Flux-LoRA"
trigger_word = "Anime"  
pipe.load_lora_weights(lora_repo)

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

觸發詞使用

你應該使用 Anime 來觸發圖像生成。

觸發提示詞示例

• Anime ((masterpiece,best quality, detailed)), outdoor,wind_lift, souryuu asuka langley, interface headset, red bodysuit, (realistic:1.3)
• An anime girl in a blue dress and straw hat, with long black hair and flowing curly bangs, in the style of anime, against a background of a coastal street by the sea, on a bright sunny day, with flowers on a windowsill, with a cheerful expression, with detailed design, with a watercolor painting effect, and vibrant colors, Hayao Miyazakis manga, with high resolution and clear details --ar 1:2 --stylize 750 --v 6.1
• Anime theme masterpiece,best quality,1girl,solo,looking at viewer, fur (clothing), black hair, black legwear,(electric guitar:1.4), reflection, splash, droplets, rust, sparks, asphalt, ground vehicle, sports car, super car, mechanical,burning, playing instrument, livestream.

觸發參數

✨ 主要特性

• 專注於動漫風格圖像生成，可生成高質量、細節豐富的動漫圖像。
• 基於特定的基礎模型和 LoRA 技術，能根據不同的提示詞生成多樣化的圖像。

📦 安裝指南

安裝所需的庫並設置環境，代碼如下：

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/Canopus-Anime-Art-Flux-LoRA"
trigger_word = "Anime"  
pipe.load_lora_weights(lora_repo)

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

💻 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 = "prithivMLmods/Canopus-Anime-Art-Flux-LoRA"
trigger_word = "Anime"  
pipe.load_lora_weights(lora_repo)

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

# 這裡可以添加具體的生成代碼，例如
prompt = "Anime ((masterpiece,best quality, detailed)), outdoor,wind_lift, souryuu asuka langley, interface headset, red bodysuit, (realistic:1.3)"
image = pipe(prompt).images[0]
image.save("generated_image.png")

📚 詳細文檔

模型描述

prithivMLmods/Canopus-LoRA-Flux-Anime

圖像處理參數

標註：florence2-en（自然語言 & 英語）

用於訓練的總圖像數：220+ [高分辨率]

圖像來源

請確保在項目中使用這些圖像時遵循每個來源的許可條款。

應用文件結構

/project-root/
├── .gitattributes         
├── README.md      
├── app.py             
├── pythonproject.py     

模型下載

該模型的權重以 Safetensors 格式提供。

點擊下載，在文件與版本選項卡中獲取。

🔧 技術細節

模型仍處於訓練階段，這不是最終版本，可能會包含瑕疵，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。

圖像示例

提示詞	生成圖像
Anime ((masterpiece,best quality, detailed)), outdoor,wind_lift, souryuu asuka langley, interface headset, red bodysuit, (realistic:1.3)
An anime girl in a blue dress and straw hat, with long black hair and flowing curly bangs, in the style of anime, against a background of a coastal street by the sea, on a bright sunny day, with flowers on a windowsill, with a cheerful expression, with detailed design, with a watercolor painting effect, and vibrant colors, Hayao Miyazakis manga, with high resolution and clear details --ar 1:2 --stylize 750 --v 6.1
Anime theme masterpiece,best quality,1girl,solo,looking at viewer, fur (clothing), black hair, black legwear,(electric guitar:1.4), reflection, splash, droplets, rust, sparks, asphalt, ground vehicle, sports car, super car, mechanical,burning, playing instrument, livestream.
Anime girl, swimsuit, red eyes, brown hair
Well-fitting man equipped with hoodie and cap hiding upper face in anime manga style
Pretty cyborg lady, lots of details, sakura flowers, fine art, futuristic setting

更多示例

⚠️ 重要提示

模型仍處於訓練階段，這不是最終版本，可能會包含瑕疵，在某些情況下表現不佳。

💡 使用建議

使用時請確保遵循各圖像來源的許可條款，同時可根據不同的提示詞和參數組合，生成多樣化的動漫圖像。