🚀 Canopus-Pencil-Art-LoRA
Canopus-Pencil-Art-LoRA 是一款专注于铅笔艺术风格的模型,可用于图像生成。它能根据输入的提示词,生成具有铅笔素描风格的高质量图像,适用于多种艺术创作场景。
🚀 快速开始
本模型目前仍处于训练阶段,这并非最终版本,可能会存在瑕疵,在某些情况下表现不佳。
✨ 主要特性
- 支持文本到图像的转换,能生成多种主题的铅笔艺术风格图像。
- 可通过特定的触发提示词和触发词来引导图像生成。
📦 安装指南
pipe = StableDiffusionXLPipeline.from_pretrained(
"-------------xxxxxxxxx----------",
torch_dtype=torch.float16,
use_safetensors=True,
)
pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16,
use_safetensors=True,
)
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.load_lora_weights("prithivMLmods/Canopus-Pencil-Art-LoRA", weight_name="Canopus-Pencil-Art-LoRA.safetensors", adapter_name="Pencil Art")
pipe.set_adapters("Pencil Art")
pipe.to("cuda")
💻 使用示例
基础用法
以下是一些触发提示词示例,可用于生成不同主题的铅笔艺术风格图像:
horse, black lines white background, clean simple line art, no background, clean coloring book page, coloring book page, well composed, black and white, line art, concept art, a coloring book page, extremely detailed, line art, comics drawing, pencil sketch, coloring page for beginners, professional color sharp focus, fair quality, intricate, elegant, highly contrasted, serious, simple background, white background, monochrome, lineart
hot wheels, black lines white background, clean simple line art, no background, clean coloring book page, coloring book page, well composed, black and white, line art, concept art, a coloring book page, extremely detailed, line art, comics drawing, pencil sketch, coloring page for beginners, professional color sharp focus, fair quality, intricate, elegant, highly contrasted, serious, simple background, white background, monochrome, lineart
portrait of man, close-up, 8k, hdr, rgb, pen and ink, pencil sketch, intricate details, precisely drawn, Jeremy mann style, fine-line sketch, pen and ink sketch, black and white, traditional Art, perfect composition, beautiful detailed intricate, insanely detailed, chiaroscuro, masterpiece
高级用法
你可以指定一些参数来进一步控制图像生成:
参数 |
详情 |
Prompt |
portrait of man, close-up, 8k, hdr, rgb, pen and ink, pencil sketch, intricate details, precisely drawn, Jeremy mann style, fine-line sketch, pen and ink sketch, black and white, traditional Art, perfect composition, beautiful detailed intricate, insanely detailed, chiaroscuro, masterpiece |
Sampler |
euler |
同时,你需要使用 Pencil Art
来触发图像生成。
📚 详细文档
模型描述
- 模型类型:Pencil Art
- 图像生成参数:
| 参数 | 值 | 参数 | 值 |
|------|------|------|------|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat | 23 |
| Epoch | 14 | Save Every N Epochs | 1 |
触发词
你应该使用 Pencil Art
来触发图像生成。
模型下载
本模型的权重以 Safetensors 格式提供。
点击下载,可在 Files & versions 标签页中获取。
📄 许可证
本模型采用 apache - 2.0 许可证。