Neptune
What is Neptune?
Discover how Neptune can enhance your workflow
Key Capabilities
What makes Neptune powerful
Metrics at scale
Stream per step metrics and custom signals then query interactively without losing fidelity or spikes.
Artifacts and lineage
Capture checkpoints datasets and predictions with links to commits params and environment fingerprints.
Dashboards and alerts
Create comparisons share views and receive notifications when metrics drift or jobs stall.
Roles and audit
Use SSO RBAC and audit logs and deploy cloud or self hosted to meet org security policies.
Key Features
What makes Neptune stand out
- High throughput logging: Capture millions of metrics with no missed spikes during large scale training
- Artifacts and lineage: Store checkpoints datasets and predictions with code and data version links
- Fast dashboards: Slice compare and overlay runs with tags params and commits at interactive speed
- Alerts and regressions: Detect stalled jobs metric drops and drift with notifications to chat and email
- Role based access: Enforce SSO RBAC and audit logs for enterprise teams and compliance
- APIs and SDKs: Integrate with PyTorch TensorFlow and orchestration tools quickly
- Ingestion SLA: Rely on published uptime and data guarantees for stability at peak loads
- Cloud or self host: Choose managed service or private deployment to meet security needs
Use Cases
How Neptune can help you
- Track and compare baselines and ablations across teams
- Debug exploding loss or instability with fine grained metrics
- Version artifacts and link to exact code and data
- Share dashboards for reviews and model sign offs
- Alert on regression after code or data changes
- Create reproducible histories for audits and handoffs
- Shorten iteration loops during foundation model training
- Migrate from ad hoc notebooks to governed workflows
Perfect For
ml engineers data scientists research leads platform teams and enterprises training large models that need reliable tracking and governance
Plans & Pricing
Free / Custom pricing
Visit official site for current pricing
Quick Information
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Frequently Asked Questions
How does Neptune pricing start?
Is there a free option?
Can we self host Neptune?
Which frameworks are supported?
How do you handle very large runs?
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