Flux Sketch Ep LoRA

🚀 Flux-Sketch-Ep-LoRA模型

Flux-Sketch-Ep-LoRA是一个文本到图像的模型，能根据文本提示生成特定风格的素描图像，适用于创意设计、图像生成等领域。

🚀 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 = "strangerzonehf/Flux-Sketch-Ep-LoRA"
trigger_word = "ep sketch"  
pipe.load_lora_weights(lora_repo)

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

触发词使用

你应该使用 ep sketch 来触发图像生成。

模型下载

该模型的权重以Safetensors格式提供。 点击下载，可在 “Files & versions” 标签页中获取。

✨ 主要特性

• 支持文本到图像的转换，能根据不同的文本提示生成相应的素描图像。
• 提供了多种图像示例，展示了不同风格和主题的素描效果。

📦 安装指南

安装步骤已在 “快速开始” 部分的环境设置中给出，需确保已安装必要的依赖库，如 torch 和 pipelines。

💻 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 = "strangerzonehf/Flux-Sketch-Ep-LoRA"
trigger_word = "ep sketch"  
pipe.load_lora_weights(lora_repo)

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

# 示例提示
prompt = 'ep sketch, a medium-sized sketch of a mans face is depicted in a vibrant shade of blue. The mans eyes are a piercing blue, and he has a slight smile on his face. His hair is a dark shade of black, and his eyebrows are a lighter shade of brown. He has a black mustache and beard, and a black necklace around his neck. The background is a solid white, and the sketch is done in a simple, cartoon-like style.'
image = pipe(prompt).images[0]
image.save("output.png")

📚 详细文档

模型描述