About Neptune Scale
Neptune is the most scalable experiment tracker for teams that train foundation models.
Neptune Scale is the next major version of the application. It's built on an entirely new architecture for ingesting and rendering data, with a focus on responsiveness and accuracy at scale.
- Experiments: Monitor long model-training experiments with multiple steps and forks.
- Charts: Visualize and compare thousands of metrics in seconds, with many additional configuration options.
- Reports: Analyze groups of runs seamlessly, even from different projects.
note
Neptune Scale is currently available only to select customers. If you don't yet have access, sign up for testing.
Differences to Neptune 2.x
Neptune 2.x is the version that is currently available to all customers. Compared to 2.x, Neptune Scale introduces new functionality and streamlined navigation.
Because Neptune Scale is still in closed beta, not all features from 2.x have been ported.
Available features
| Feature | Neptune Scale / 3.x (scale.neptune.ai) | Neptune 2.x (app.neptune.ai) |
|---|---|---|
| Runs table | ||
| Experiment forking and history | ||
| Charts tab | ||
| Global chart controls | ||
| Single chart can show multiple metrics from multiple runs | ||
| Custom x axis values | ||
| Custom axis expressions | ||
| Chart step pre-filter | ||
| Side-by-side tab | ||
| Dashboards | ||
| Widget duplication | ||
| Dashboard full or partial duplication | ||
| Reports | ||
| Report view and edit mode | ||
| Report-specific run groups | ||
| Multi-project reports | ||
| Filter widgets inside report | ||
| File logging and preview | ||
| Artifact version tracking | ||
| Monitoring of system metrics | ||
| Logging of source code | ||
| Model registry | ||
| Project-level metadata | ||
| Parallel coordinates |
Next steps
- Learn the Neptune concepts
- Follow Get started to install and configure Neptune