Difficulty: Intermediate
Estimated Time: 5-10 minutes

We will use an example project with some data, code, ML models, pipeline stages, as well as a few Git tags. Then we will see what happens with dvc fetch as we switch from tag to tag.

As a prerequisite, you have to study first the Get Started tutorial, otherwise it may be a bit difficult to understand the structure of the project.

dvc fetch

Step 1 of 4

Step 1

Setup the workspace

  1. Clone the example repo from GitHub:

    git clone https://github.com/iterative/example-get-started

    cd example-get-started

    tree -a -I .git

  2. Check the tags (which represent different steps of the project and different iterations of solving the problem):

    git tag

    • baseline-experiment -- the first simple version of the model
    • bigrams-experiment -- uses bigrams to improve the model