See every checkpoint. While training still runs.
The pain: you don’t know if training is actually improving or when to stop. StepLift lets you preview checkpoints live without halting runs—so you cut wasted compute and time.
Run timeline
- Checkpoint step_1010
- Checkpoint step_2040
- Checkpoint step_3070
- Checkpoint step_4090
- Checkpoint step_5120
Playground
1-line install
curl | sh on your Linux box. No code changes. Auto-detects runs.
Works with your setup
Any trainer that writes TensorBoard logs and checkpoints.
Checkpoint testing included
Click any step and try it in the browser. Minutes included in every plan.
Hosted dashboard
Scalars, images, hparams. Share a link, no VPN.
Decide faster
See if loss ≈ quality. Stop early when outputs plateau.
Privacy controls
Local-only mode or short cloud sessions. Your call.
Why it hurts
- • Loss goes down, quality doesn’t always follow
- • You can’t afford to pause GPUs just to “see one”
- • Decisions to stop are late and costly
How StepLift fixes it
- • Preview any checkpoint mid-run in the browser
- • Compare outputs across steps with prompt sets
- • Stop early with confidence when quality plateaus
What you avoid
- • Writing orchestration code
- • Manually syncing checkpoints
- • Pausing runs to “just test one”