🚀 SD3.5-Large-Anime-LoRA
這是一個基於Stable Diffusion 3.5-large的LoRA模型,專注於生成動漫風格的圖像。目前模型仍在訓練階段,最終版本可能會有更好的表現。
🚀 快速開始
模型描述
prithivMLmods/SD3.5-Large-Anime-LoRA
屬性 |
詳情 |
基礎模型 |
stabilityai/stable-diffusion-3.5-large |
實例提示詞 |
Anime 35 |
許可證 |
creativeml-openrail-m |
圖像處理參數
參數 |
值 |
參數 |
值 |
LR調度器 |
constant |
噪聲偏移 |
0.03 |
優化器 |
AdamW |
多分辨率噪聲折扣 |
0.1 |
網絡維度 |
64 |
多分辨率噪聲迭代次數 |
10 |
網絡Alpha |
32 |
重複次數與步數 |
25 & 2.7K |
訓練輪數 |
15 |
每N輪保存一次 |
1 |
- 標註:florence2-en(自然語言 & 英語)
- 訓練使用的總圖像數:23
模型設置
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")
示例圖像

觸發詞 🧨
⚠️ 重要提示
你應該使用 Anime 35
來觸發圖像生成。
下載模型
此模型的權重以Safetensors格式提供。
點擊下載(在“文件與版本”選項卡中)。
模型示例展示
以下是一些使用該模型生成的圖像示例:
- 示例1
- 提示詞: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.
- 生成圖像:

- 示例2
- 提示詞: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
- 生成圖像:

- 示例3
- 提示詞: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.
- 生成圖像:
