SwanLab
SwanLab is an open-source AI training tracking and visualization tool developed for model training teams. It allows you to record and analyze experiment data by working integrated with over 50 mainstream frameworks. It offers cloud or hosting options on your own server (self-hosted).
SW
SwanHubX · Log Management
STARS4.3K
FORKS235
COMMITS0
CONTRIBUTORS0
VERSIONv0.10.2
UPDATEDyesterday
PythonAI TrainingVisualizationPyTorchApache-2.0
Common commercial products in this category: Splunk, Datadog Logs, Sumo Logic
What can it do?
- You follow model training processes with popular frameworks like PyTorch and Transformers.
- You visualize experiment metrics and hardware usage in large data sets and multiple processes.
- You manage team projects in the cloud or on your local server and compare the results of the experiment.