Platform dashboard

Flash runs from the flash CLI. The same account has an org-scoped web dashboard at freesolo.co/platform.

​

API keys

Commands that contact Freesolo authenticate with a Freesolo API key. Create and revoke keys in API Keys. The local flash train --cost preview does not submit a request. Keys are org-wide; any org member can manage them. A new key is shown once. Use it with flash login --api-key <key> or the FREESOLO_API_KEY environment variable. See Quickstart.

​

Training runs

Training Runs lists the runs submitted with flash train. Filter by status; columns cover state, model, environment, and cost. Open a run for the same detail exposed by flash status: the run spec, checkpoints, artifact/deployment metadata, error state, and current or final cost record.

​

Checkpoints

A run detail page lists its deployable checkpoints: the per-step adapters available to serve, including intermediate checkpoints from a run that stopped mid-training. This is the same set you get from flash checkpoints <run-id>; deploy one with flash deploy <run-id>/step-<N>. See Deploy a specific checkpoint.

​

Environments

Environments lists the private Hub environments you publish with flash env push. A managed environment id is namespace/name, where namespace is your org slug. The page tracks publish time, last use, and run count. From it you can inspect, pull, or delete environment source.

​

Models

Models lists the org’s deployed LoRA adapters from managed serving. Each deployed run appears as one stable run-alias row, not separate rows for immutable revisions. It shows the adapter id, base model, serving URL, latest reward when the adapter came from a Flash run, per-token billing, and serving status. The alias routes only to a revision that passed deployment verification, while older immutable revisions can remain directly callable. Rows that still have a matching Flash run link back to the run detail page. Model access is org-scoped: the serving endpoint authorizes external chat requests against the org that owns the adapter.

​

Billing

Flash is prepaid. Billing settings show the org balance, activity, payment method state, manual top-ups, and auto-top-up configuration. Any org member can view the summary; owners and Freesolo team members manage payment methods and top-ups. New orgs can claim a one-time $50 starter credit after a card is on file. Manual top-ups range from $50 to $10,000. The activity log itemizes:

• Training runs, charged after successful completion at the Flash cost quote. Setup time is reported but not billed. Cancelled runs are repriced to the training steps they reached.
• Serving usage, charged per token.

​

Next steps