🚀 SD3.5-Large-Anime-LoRA
这是一个基于Stable Diffusion 3.5-large的LoRA模型,专注于生成动漫风格的图像。目前模型仍在训练阶段,最终版本可能会有更好的表现。
🚀 快速开始
模型描述
prithivMLmods/SD3.5-Large-Anime-LoRA
属性 |
详情 |
基础模型 |
stabilityai/stable-diffusion-3.5-large |
实例提示词 |
Anime 35 |
许可证 |
creativeml-openrail-m |
图像处理参数
参数 |
值 |
参数 |
值 |
LR调度器 |
constant |
噪声偏移 |
0.03 |
优化器 |
AdamW |
多分辨率噪声折扣 |
0.1 |
网络维度 |
64 |
多分辨率噪声迭代次数 |
10 |
网络Alpha |
32 |
重复次数与步数 |
25 & 2.7K |
训练轮数 |
15 |
每N轮保存一次 |
1 |
- 标注:florence2-en(自然语言 & 英语)
- 训练使用的总图像数:23
模型设置
import torch
from diffusers import StableDiffusion3Pipeline
pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16)
pipe.load_lora_weights("prithivMLmods/SD3.5-Large-Anime-LoRA", weight_name="SD3.5-Large-Anime-LoRA.safetensors")
pipe.fuse_lora(lora_scale=1.0)
pipe.to("cuda")
prompt = "Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational photography"
negative_prompt = "(lowres, low quality, worst quality)"
image = pipe(prompt=prompt,
negative_prompt=negative_prompt,
num_inference_steps=24,
guidance_scale=4.0,
width=960, height=1280,
).images[0]
image.save(f"example.jpg")
示例图像

触发词 🧨
⚠️ 重要提示
你应该使用 Anime 35
来触发图像生成。
下载模型
此模型的权重以Safetensors格式提供。
点击下载(在“文件与版本”选项卡中)。
模型示例展示
以下是一些使用该模型生成的图像示例:
- 示例1
- 提示词:Anime 35 depiction of a man with dreadlocks stands in front of a backdrop of rocky mountains. The mans face is adorned with bright yellow eyes, a brown scarf, and a brown jacket. His jacket is draped over a brown belt with a silver buckle. His dreadlocks are pulled back, adding a pop of color to the scene. The sky is a deep blue, dotted with fluffy white clouds.
- 生成图像:

- 示例2
- 提示词:An Anime 35, A 3D cartoon-style portrait of a young woman with medium-length blonde hair and green eyes, sitting in a cozy cafe. She is wearing a light pink sweater and holding a warm cup of coffee close to her face with both hands, creating a peaceful vibe. The background shows a wooden table and a window with raindrops, giving a cozy, rainy-day feel
- 生成图像:

- 示例3
- 提示词:An Anime 35, A 3D cartoon-style portrait of a man with sandy brown hair and hazel eyes, standing near the beach with his back to the ocean. He’s wearing a white linen shirt and has his hands in his pockets, looking off to the side with a slight smile. The background captures gentle waves and a sunset, creating a calm, serene atmosphere.
- 生成图像:
