昨晚又通宵了。并非是赶项目, 而是去帮一位粉丝排解错置部署方面的问题。对他的电脑进行了三个小时的远程操控, 最终才成功解决。挂断电话的那个瞬间, 我猛然回忆起自己首次安装时的情景——足足三天时间, 重装了五次系统。今天把那些年我踩过的坑一次性全告诉你。坑1版本匹配——致命第一坑这是我第一个踩的坑也是最深的一个。血泪经过头一回进行安装, 我单纯地觉得pip torch这样做就结束了。实际上究竟如何, 究竟是怎样的情况?: torch.cuda.() FalseCUDA不可用。 我当时的表情大概是这样真相揭秘有三个版本你照直在.txt里头写torch, pip会给你装上CPU版本。CPU版本 如此一来还怎么去运行AI呀。正确姿势先查你的CUDA版本-smi看右上角CUDA : xxx。我的是11.8所以应该装pip torch --index-url需要着重注意的是, cu118所对应的是CUDA 11.8 , 而cu121对应着CUDA 12.1。要是安装错误了必然会出现故障。我方才的确是佯装安装的cu121, 然而CUDA却是11.8, 版本并不适配, 径直报废了。重新安装CUDA又耗费了1小时。实测数据结论 版本匹配是王道别侥幸。坑2虚拟环境——看似麻烦实则救命我的固执虚拟环境麻烦死了直接装全局不行吗这是我第二次踩坑前的想法。结果全局环境被我搞崩了。灾难现场我电脑上本来有然后我给装了一堆依赖指定了 3.10。结果呢我把公司项目所依赖的那个numpy, 原本版本是1.24, 给升级成了1.26, 然后呢, 公司项目就报错了。正确做法-m venv venvvenv\\激活后再装依赖所有包装到venv里不影响全局。我此刻于电脑之上存有7个虚拟环境, 此为每个项目单独拥有一个, 彼此相互隔离, 倒也呈现出天下相安太平之状。6GB显存实测用虚拟环境部署后我做了组对比测试结论是, 与全局安装因会加载下诸多未必会用到的库, 从而导致一系列状况不同, 虚拟环境不光有助于防止依赖冲突这一情况的出现, 还能够切切实实地降低显存所占据的空间大小。坑3模型路径配置——找不到模型的痛迷惑行为启动成功了界面也能打开。结果一跑工作流——错误: 模型未找到: v1 - 5 双破折号句号这种形式。模型呢我明明下载了啊真相默认在///里找模型。你把模型放桌面它肯定找不到啊。解决方案方案A把模型复制到正确路径/├── /│ ├── / ← 把.放这│ ├── loras/│ └── vae/方案B修改配置文件推荐编辑.yaml添加:: F://:然后你的模型可以放F:///能找到。我挑选方案B, 因为我的模型散布于3个硬盘上, 怎能够每个都加以复制一回呢一个模型7GB, 复制一次花费半小时。坑4端口冲突——8188被占了诡异现象:10048通常每个套接字地址只允许使用一次。8188端口被占了。 谁占的我自己都不知道。排查过程打开命令行-ano | 8188看到PID是12345。然后| 12345结果是另一个实例。 我之前启动了一个没关又启动了一个。解决方案方案A关掉占端口的程序/PID 12345 /F方案B换端口启动main.py --port 8189我如今习惯于去使用--port 8199, 鉴于8188太过频繁地被使用了, 所以容易产生冲突。坑5显存不够——6GB的生存指南现实打击我兴冲冲下载了SDXL模型结果一点生成——CUDA out of显存爆了。 6GB果然不够用不是不够是你不会省技巧1用--参数main.py --这个参数能够致使模型以分批的方式被装载到显存之中, 通过耗用时间来换取空间, 出图的速度会减慢百分之三十, 然而却不会出现显存溢出的状况。技巧2用SDXL-Turbo代替SDXLSDXL - Turbo属于蒸馏版, 其模型为原来的一半大小, 显存占用比原来少40%, 而画质仅仅比原来差了一点点。技巧3降低分辨率我一般设宽屏比例显存占用4.1GB画质也够漫剧用了。6GB显存实测结论经过2周实测我的6GB能稳定跑SD1.5任何分辨率SDXL-Turbo以内LCM加速秒出图SDXL完整版除非--SDXL必爆行了, 够用了, 各位兄弟们。我头一部漫剧, 乃是凭借6GB显存运行出来的, 其画质, 相比那些3090用户所呈现的, 差劲程度, 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