基础环境

部署环境基于 Debian 12；其他 Linux 发行版根据自身进行调整即可。

测试

系统配置

  1. 更新系统
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apt update

apt upgrade
  1. 安装基础软件
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apt install gcc make build-essential libglvnd-dev pkg-config
  1. 安装内核 headers
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apt install linux-headers-$(uname -r)
  1. 禁用 nouveau
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cat <<EOF >> /etc/modprobe.d/blacklist-nouveau.conf
blacklist nouveau
options nouveau modeset=0
EOF
  1. 重启
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reboot

NVIDIA 驱动

驱动地址：Index of /XFree86/Linux-x86_64 (nvidia.com)

  1. 安装驱动【下一步即可】
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./NVIDIA-Linux-x86_64-565.57.01.run
  1. 检查 GPU
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root@debian:~# nvidia-smi
Tue Dec  3 08:23:21 2024
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 565.57.01              Driver Version: 565.57.01      CUDA Version: 12.7     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA TITAN Xp                Off |   00000000:0A:00.0 Off |                  N/A |
| 23%   27C    P8              9W /  250W |    1419MiB /  12288MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A    138704      C   python3                                      1416MiB |
+-----------------------------------------------------------------------------------------+

Python

pyenv、conda Python 多版本管理工具都可以，这里使用 pyenv。

项目地址：pyenv/pyenv: Simple Python version management (github.com)

  1. 安装
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curl https://pyenv.run | bash
  1. 环境变量加入 .bashrc
    1. 根据上一步执行结果，这里为本人当时执行的结果
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export PYENV_ROOT="$HOME/.pyenv"
[[ -d $PYENV_ROOT/bin ]] && export PATH="$PYENV_ROOT/bin:$PATH"
eval "$(pyenv init -)"

eval "$(pyenv virtualenv-init -)"
  1. 安装 Python
    1. 测试 ChatTTS 只能使用 Python3.12 以下的版本；3.12 以上版本安装报错
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# 安装3.11.10
pyenv install 3.11.10

# 创建虚拟环境
pyenv virtualenv 3.11.10 chattts

ChatTTS

项目地址：2noise/ChatTTS: A generative speech model for daily dialogue. (github.com)

  1. 克隆项目
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git clone https://github.com/2noise/ChatTTS.git
  1. 应用 Python 环境
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cd ChatTTS && pyenv local chattts
  1. 安装 ChatTTS 依赖包
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pip3 install --upgrade -r requirements.txt
  1. 启动 webui
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python examples/web/webui.py
  1. 查看 nvidia GPU
    1. 看到有一个 python 程序调用 GPU
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root@debian:~/ChatTTS# nvidia-smi
Tue Dec  3 08:37:36 2024
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 565.57.01              Driver Version: 565.57.01      CUDA Version: 12.7     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA TITAN Xp                Off |   00000000:0A:00.0 Off |                  N/A |
| 23%   32C    P2             59W /  250W |    1325MiB /  12288MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A    156062      C   .../.pyenv/versions/chattts/bin/python       1322MiB |
+-----------------------------------------------------------------------------------------+
  1. 访问 ChatTTS UI 8080
    1. IP:8080