RealVisXL V5.0

提供商SG161222
分类text-to-image
许可证openrail++
下载量394.3K
星标0

简介

RealVisXL V5.0 是一款基于 SDXL 架构微调的高质量写实类图像生成模型。它专注于解决 AI 绘图中常见的“塑料感”问题,通过优化皮肤纹理、光影细节和真实比例,能产出极具摄影感的照片级图像。对于习惯使用 Stable Diffusion 的开发者或设计师来说,该模型上手门槛低,无需复杂的提示词堆砌即可获得自然的人像和场景效果,是目前替代通用模型、追求极致写实视觉表达的理想选择。

核心亮点

  • 极致写实,有效消除 AI 图像的塑料感
  • 基于 SDXL 架构,生态兼容性强且画质高
  • 人像皮肤纹理自然,光影处理极具摄影感
  • 提示词响应精准,无需复杂咒语即可出片

使用方法

安装依赖
# 安装 Hugging Face transformers
pip install transformers torch
SDK 使用
# 使用 transformers 加载模型
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained("SG161222/RealVisXL_V5.0")
tokenizer = AutoTokenizer.from_pretrained("SG161222/RealVisXL_V5.0")

Hugging Face 下载

我们推荐使用命令行或者 Hugging Face Hub SDK 来进行模型的下载。

操作指引:在下载前,请先通过如下命令安装 huggingface_hub:

操作指引
pip install -U huggingface_hub

命令行下载

下载完整模型库

下载完整模型库
huggingface-cli download SG161222/RealVisXL_V5.0

下载单个文件到指定本地文件夹(以下载 config.json 到当前路径下 ./dir 目录为例)

下载单个文件到指定本地文件夹(以下载 config.json 到当前路径下 ./dir 目录为例)
huggingface-cli download SG161222/RealVisXL_V5.0 config.json --local-dir ./dir

更多命令行下载选项,可参见官方文档

SDK 下载

SDK 下载
# 模型下载
from huggingface_hub import snapshot_download
model_dir = snapshot_download('SG161222/RealVisXL_V5.0')

Git 下载

请确保 lfs 已经被正确安装

Git 下载
git lfs install
git clone https://huggingface.co/SG161222/RealVisXL_V5.0

如果您希望跳过 lfs 大文件下载,可以使用如下命令

跳过 LFS
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/SG161222/RealVisXL_V5.0

模型文件托管在 Hugging Face Hub,使用 HF CLI / SDK / Git 直接下载,不经过本站。

PyTorch / Transformers 使用

安装 Transformers

安装 Transformers
pip install -U transformers torch

模型加载和推理

模型加载和推理
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained('SG161222/RealVisXL_V5.0')
tokenizer = AutoTokenizer.from_pretrained('SG161222/RealVisXL_V5.0')

完整文档

来源: HuggingFace

---
license: openrail++
---
<strong>Check my exclusive models on Mage: </strong><a href="https://www.mage.space/play/4371756b27bf52e7a1146dc6fe2d969c" rel="noopener noreferrer nofollow"><strong>ParagonXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/df67a9f27f19629a98cb0fb619d1949a" rel="noopener noreferrer nofollow"><strong>NovaXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/d8db06ae964310acb4e090eec03984df" rel="noopener noreferrer nofollow"><strong>NovaXL Lightning</strong></a><strong> / </strong><a href="https://www.mage.space/play/541da1e10976ab82976a5cacc770a413" rel="noopener noreferrer nofollow"><strong>NovaXL V2</strong></a><strong> / </strong><a href="https://www.mage.space/play/a56d2680c464ef25b8c66df126b3f706" rel="noopener noreferrer nofollow"><strong>NovaXL Pony</strong></a><strong> / </strong><a href="https://www.mage.space/play/b0ab6733c3be2408c93523d57a605371" rel="noopener noreferrer nofollow"><strong>NovaXL Pony Lightning</strong></a><strong> / </strong><a href="https://www.mage.space/play/e3b01cd493ed86ed8e4708751b1c9165" rel="noopener noreferrer nofollow"><strong>RealDreamXL</strong></a><strong> / </strong><a href="https://www.mage.space/play/ef062fc389c3f8723002428290c1158c" rel="noopener noreferrer nofollow"><strong>RealDreamXL Lightning</strong></a></p>
<b>This model is available on <a href="https://www.mage.space/">Mage.Space</a> (main sponsor)</b><br>
<b>You can support me directly on Boosty - https://boosty.to/sg_161222</b><br>

The model is aimed at photorealism. Can produce sfw and nsfw images of decent quality.<br>
CivitAI Page: https://civitai.com/models/139562?modelVersionId=789646<br>

<b>Recommended Negative Prompt:</b><br>
bad hands, bad anatomy, ugly, deformed, (face asymmetry, eyes asymmetry, deformed eyes, deformed mouth, open mouth)<br>
<b>or another negative prompt</b><br>

<b>Recommended Generation Parameters:</b><br>
Sampling Method: DPM++ SDE Karras (30+ Sampling Steps) or DPM++ 2M Karras (50+ Sampling Steps)<br>

<b>Recommended Hires Fix Parameters:</b><br>
Hires Sampling Method: DPM++ 2M Karras<br>
Hires steps: 25+<br>
Upscaler: 4x-NMKD-Superscale-SP_178000_G / 4x-UltraSharp upscaler / or another<br>
Denoising strength: 0.1 - 0.3<br>
Upscale by: 1.1-1.5<br>