Three ways to work, each suited to a different task. If you are not sure which one you need, start with Choosing a mode.

  • Manual endpoint Start an endpoint that stays alive in Slurm, send several batches to it, then stop it yourself.
  • One-shot inference Process one input file in a single Slurm job with bash inference, then stop.
  • Shared HTTP API Expose a long-lived OpenAI-style HTTP URL that curl, the OpenAI SDK or your own code can call.