Setting Experiment Tags

Experiment tags allow you to quickly label the methods, datasets, models, hyperparameters, Git repositories, etc. used in the experiment, and can later be used for grouping and filtering experiments.

Configured tags will appear below the experiment name:

Regular Tags

Method 1: Programmatic Setup

Use the tags parameter in swanlab.init to set experiment tags.

swanlab.init(  
    tags=["tag1", "tag2"],  
)

Method 2: GUI Setup

In the web interface, navigate to the top section of the experiment and click the "Add Tag" button to edit tags:

Git Tags

Supports recognizing GitHub and Gitee repository links in tags, displaying them in a special format with clickable redirects.

swanlab.init(  
    tags=[  
        "https://github.com/SwanHubX/SwanLab",  
        "https://gitee.com/SwanHubX/SwanLab",  
    ],  
)

Arxiv Tags

Supports recognizing Arxiv links in tags, displaying them in a special format with clickable redirects.

swanlab.init(  
    tags=["https://arxiv.org/abs/1706.03762"],  
)

AI Community Tags

Supports recognizing links from AI open-source communities (HuggingFace, ModelScope, Modelers), displaying them in a special format with clickable redirects.

swanlab.init(  
    tags=[  
        "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528",  
        "https://modelscope.cn/models/deepseek-ai/DeepSeek-R1-0528",  
        "https://modelers.cn/models/Modelers_Park/DeepSeek-R1-0528-Qwen3-8B",  
    ],  
)

Hardware Tags

Supports recognizing hardware accelerator brands (nvidia, ascend, apple) in tags.

swanlab.init(  
    tags=["nvidia", "ascend", "apple"],  
)