Canopus LoRA Flux Anime

🚀 Canopus-LoRA-Flux-Anime

Canopus-LoRA-Flux-Anime 是一个专注于动漫风格图像生成的模型。它基于特定的基础模型进行训练，能根据不同的提示词生成多样化的动漫图像，适用于动漫创作、图像设计等领域。

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

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

触发词使用

你应该使用 Anime 来触发图像生成。

触发提示词示例

• 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.

触发参数

✨ 主要特性

• 专注于动漫风格图像生成，可生成高质量、细节丰富的动漫图像。
• 基于特定的基础模型和 LoRA 技术，能根据不同的提示词生成多样化的图像。

📦 安装指南

安装所需的库并设置环境，代码如下：

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

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

# 这里可以添加具体的生成代码，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")

📚 详细文档

模型描述

prithivMLmods/Canopus-LoRA-Flux-Anime

图像处理参数

标注：florence2-en（自然语言 & 英语）

用于训练的总图像数：220+ [高分辨率]

图像来源

请确保在项目中使用这些图像时遵循每个来源的许可条款。

应用文件结构

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

模型下载

该模型的权重以 Safetensors 格式提供。

点击下载，在文件与版本选项卡中获取。

🔧 技术细节

模型仍处于训练阶段，这不是最终版本，可能会包含瑕疵，在某些情况下表现不佳。

📄 许可证

本模型使用的许可证为 creativeml-openrail-m。

图像示例

提示词	生成图像
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

模型仍处于训练阶段，这不是最终版本，可能会包含瑕疵，在某些情况下表现不佳。

💡 使用建议

使用时请确保遵循各图像来源的许可条款，同时可根据不同的提示词和参数组合，生成多样化的动漫图像。