Lora Kirchner Flux

🚀 lora-Kirchner-flux

lora-Kirchner-flux是一個基於black-forest-labs/FLUX.1-dev派生的LoRA模型。該模型可用於生成特定風格的圖像，在圖像生成領域具有一定的應用價值。

🚀 快速開始

推理示例

以下是使用該模型進行推理的Python代碼示例：

import torch
from diffusers import DiffusionPipeline

model_id = 'black-forest-labs/FLUX.1-dev'
adapter_id = 'davidrd123/lora-Kirchner-flux'
pipeline = DiffusionPipeline.from_pretrained(model_id)
pipeline.load_lora_weights(adapter_id)

prompt = "The image is a black and white illustration of a man with a long beard and a long white beard, sitting on the ground with his arms raised above his head. He appears to be in a meditative pose, with his eyes closed and a peaceful expression on his face. Behind him, there are two other men, one lying on their backs and the other lying down. The background shows a mountain landscape with a cloudy sky. The text above the illustration reads 'Let the day perish where I was born. And they sat down with him upon the ground seven days & seven nights and none spoke a word unto him for they saw that his grief was very great.' The illustration is framed by a decorative border."

pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
image = pipeline(
    prompt=prompt,
    num_inference_steps=20,
    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
    width=1024,
    height=1024,
    guidance_scale=7.5,
).images[0]
image.save("output.png", format="PNG")

✨ 主要特性

• 基於black-forest-labs/FLUX.1-dev基礎模型派生，可生成特定風格圖像。
• 文本編碼器未進行訓練，可複用基礎模型的文本編碼器進行推理。

📚 詳細文檔

驗證設置

• CFG：7.5
• CFG Rescale：0.0
• 步數：20
• 採樣器：None
• 種子：42
• 分辨率：1024

注意：驗證設置不一定與訓練設置相同。

訓練設置

數據集

ErnstLudwigKirchner

📄 許可證

本項目使用creativeml-openrail-m許可證。