🚀 Canopus-LoRA-Flux-FaceRealism

Canopus-LoRA-Flux-FaceRealism 是一款图像生成模型，借助 LoRA 微调技术，专注于生成逼真的面部图像，能在多种场景下输出高质量的图像效果。

🚀 快速开始

代码示例

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-LoRA-Flux-FaceRealism"
trigger_word = "Realism"  # 若不使用触发词，可留空。
pipe.load_lora_weights(lora_repo)

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

✨ 主要特性

• 高逼真度：能够生成极其逼真的面部图像，还原细腻的纹理和真实的光影效果。
• 多场景适用：可用于生成不同风格和场景的图像，如时尚摄影、人像写真等。
• 易于使用：通过简单的触发词即可触发图像生成。

📦 安装指南

暂未提及具体安装步骤，可参考代码示例中的导入和加载操作。

💻 使用示例

基础用法

# 上述快速开始中的代码示例即为基础用法
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-LoRA-Flux-FaceRealism"
trigger_word = "Realism"  # 若不使用触发词，可留空。
pipe.load_lora_weights(lora_repo)

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

高级用法

可根据不同的触发提示词生成不同风格的图像，例如：

A portrait of an attractive woman in her late twenties with light brown hair and purple, wearing large a a yellow sweater. She is looking directly at the camera, standing outdoors near trees.. --ar 128:85 --v 6.0 --style raw

📚 详细文档

模型描述

prithivMLmods/Canopus-LoRA-Flux-FaceRealism

图像处理参数

标注信息

标注：florence2 - en（自然语言 & 英语）

训练数据

总共使用 200 + [高分辨率] 图像进行训练。

新版本信息

这里有一个表格总结了 Hugging Face 上 Flux - Super - Realism - LoRA 模型的相关信息：

图像对比 DLC

触发提示

以下是一些触发提示示例：

A portrait of an attractive woman in her late twenties with light brown hair and purple, wearing large a a yellow sweater. She is looking directly at the camera, standing outdoors near trees.. --ar 128:85 --v 6.0 --style raw

Headshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style raw

A photo of the model wearing a white bodysuit and beige trench coat, posing in front of a train station with hands on head, soft light, sunset, fashion photography, high resolution, 35mm lens, f/22, natural lighting, global illumination. --ar 85:128 --v 6.0 --style raw

An image of a woman with fair skin and natural, wavy hair styled in soft curls around her face. She has defined eyebrows and light-colored eyes that draw attention. She's dressed in a red and navy plaid shirt with the top unbuttoned to show a white undershirt, and the sleeves rolled up to the forearms. The woman is casually leaning against a weathered blue door frame with peeling paint, adding a rustic charm to the scene. Her arms are crossed or resting in front of her, and she has a soft, contemplative expression on her face.

A black and white photo of a woman with shadow., in the style of minimalist beauty, light bronze and bronze, serene faces, sharp edges, karencore, high definition, contrast shading, realism --ar 3:5 --stylize 750 --v 6.0 --style raw

Photograph, face, young man professional model, minimalist, stylish nessy long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16 --style raw --stylize 700

触发参数

触发词

你可以使用以下触发词来触发图像生成：

• face
• realism
• face realism

应用文件结构

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

下载模型

该模型的权重以 Safetensors 格式提供。 点击下载，在 Files & versions 标签中获取。

• 🪄 动漫模型：https://huggingface.co/prithivMLmods/Canopus-Anime-Art-Flux-LoRA

🤗 更多信息：https://hf.co/prithivmlmods

🔧 技术细节

暂未提供足够详细的技术实现细节。

📄 许可证

该模型使用 creativeml - openrail - m 许可证。

⚠️ 重要提示

请勿使用负提示词，因为这可能会导致生成的图像出现伪影和扭曲。