Welcome to your workspace!

Connect your code repo, run a scan, and search for the right cloud GPUs.

Workspace

Repositories

2 repos

Public GitHub repositories only.

No repository selected

No zip selected

Source —

Repository link —

Select a repo to see its source.

Scan controls

Run a scan to automatically generate a workload profile.

Select a repository to scan.

Use AI to enrich scan (optional)

Workload profile

Tell us how you plan to run this job so we can size GPUs and rank marketplace results.

Job type Model size bucket Dataset size bucket Expected run length Cost preference (price vs speed) Risk tolerance (interruptions) Max $/hr (optional) Total budget (optional) Spot preference (overrides risk tolerance)

You can adjust GPU + VRAM filters after the scan in Marketplace search.

Results

Live scan output and recommendations.

Codebase scan

Idle

Repo

mnist

Framework

PyTorch

Risk

Medium

Detected workload

Needs review

Job type

—

Model size

—

Dataset size

—

Run length

—

GPU count

—

VRAM per GPU

—

Total VRAM

—

Max $/hr

—

Total budget

—

Cost preference

—

Risk tolerance

—

Spot allowed

—

Does this look right?

Detected entrypoint

Needs review

Select the command that actually launches your job.

Custom command

Choose one to lock recommendations.

Review extracted parameters

Optional

Confirm or edit key training inputs. These override inferred values.

Model params Sequence length Batch size Grad accumulation Precision

Overrides are stored locally for this repo.

AI suggestions

Optional

AI suggests missing workload fields only. Apply only if they look correct.

No AI suggestions available.

Audit trail

Why the scanner inferred these values.

No evidence available.

Risk analysis

Auto

Scan JSON

Demo repo code

main.py

Marketplace search

Search using scan output and deep filters.

Providers currently supported: Vast.ai and Runpod.

Search filters

Custom

Detected workload hints can be pulled into search filters anytime.

Market results

Live

Run a search to see marketplace inventory.