Colab¶

官网: https://colab.research.google.com/

https://img.zhaoweiguo.com/uPic/2023/07/BwtXzm.jpg — 在 Colab 里使用 GPU¶

安装路径都设置到 mount的google drive里¶

Mount Google Drive:

from google.colab import drive
drive.mount('/content/gdrive')

import os, sys
nb_path = '/content/notebooks'
os.symlink('/content/gdrive/My Drive/Colab Notebooks', nb_path)
sys.path.insert(0, nb_path)  # or append(nb_path)

Install the module in the notebook folder permanently:
```
!pip install --target=$nb_path spacy
```

【Usage】Mount your Google drive:

from google.colab import drive
drive.mount('/content/gdrive')

import sys
sys.path.append('/content/gdrive/My Drive/Colab Notebooks')

log in Huggingface to access¶

现象:

Cannot access gated repo for url https://huggingface.co/mistralai/Mistral-7B-v0.1/resolve/main/config.json.
Access to model mistralai/Mistral-7B-v0.1 is restricted. You must have access to it and be authenticated to access it. Please log in.

分析:

有些模型需要先同意什么协议才能下载

解决:

方法1:
from huggingface_hub import login
login('<your_hugging_face_token>', add_to_git_credential=True)

方法2:
import os
os.environ['HF_TOKEN'] = 'your_hugging_face_token'

获取 huggingface token方法:

首先，前往 Hugging Face 网站 并登录你的账号。
进入个人资料设置，找到“Tokens”部分。
点击“New token”，创建一个新的读取权限的Token

参考¶

把安装路径都设置到 mount的google drive里，这样以后每次都只需要配置一下路径，不需要再重新安装pip包了: https://ayoolafelix.hashnode.dev/how-to-permanently-install-a-module-on-google-colab-ckixqrvs40su044s187y274tc