运行Mamba项目时无法直接用pip install安装causal_conv1d和mamba_ssm

运行Mamba项目时无法直接用pip install安装causal_conv1d和mamba_ssm

问题描述

我想运行一下Mamba但是他有依赖包causal_conv1d，直接用pip install causal_conv1d命令安装会出错，然后我将causal_conv1d项目下载下来用python setup.py install也不可以

解决方法

我参考了这个issue

$ git clone https://github.com/Dao-AILab/causal-conv1d.git
$ cd causal-conv1d
$ git checkout v1.1.1 # current latest version tag
$ CAUSAL_CONV1D_FORCE_BUILD=TRUE pip install .
$ cd ..
$ git clone https://github.com/state-spaces/mamba.git
$ cd mamba
$ git checkout v1.1.1 # current latest version tag
$ pip install .

但是我直接git clone会出错

(zj) biiteam@cqdx2-System-Product-Name:/media/biiteam/Storage/ZJ/mamba-main$ git clone https://github.com/Dao-AILab/causal-conv1d.git
正克隆到 'causal-conv1d'...
fatal: http://10.254.7.4/chkuser?url=github.com/Dao-AILab/causal-conv1d.git/info/refs not valid: is this a git repository?

于是我将项目下载到本地

切换到项目里面执行

CAUSAL_CONV1D_FORCE_BUILD=TRUE pip install .

成功安装

补充

安装mamba_ssm如果使用这个命令

pip install .

报错的话

 Could not build wheels for mamba_ssm, which is required to install pyproject.toml-based projects

可以使用下面这个命令强制安装

MAMBA_FORCE_BUILD=TRUE pip install .

在上面我提到的issue里面的最后有人提出了这个疑问，感兴趣的可以看看。