Guides
======

Use Guides for operational workflows: configure a run, launch it at scale,
manage data and checkpoints, and tune performance.

Choose a Workflow
-----------------

.. grid:: 1 2 2 3
   :gutter: 2

   .. grid-item-card:: Configure
      :link: configure/index
      :link-type: doc

      Set up Hydra configs, logging, and workload-specific options.

   .. grid-item-card:: Launch & Scale
      :link: launch-scale/index
      :link-type: doc

      Run across nodes, heterogeneous hardware, cloud-edge setups, or robots.

   .. grid-item-card:: Data & Checkpoints
      :link: data-checkpoints/index
      :link-type: doc

      Collect data, convert checkpoints, and resume training.

   .. grid-item-card:: Performance
      :link: performance/index
      :link-type: doc

      Tune placement, scheduling, parallelism, profiling, and adapters.

   .. grid-item-card:: Hardware Backends
      :link: hardware/index
      :link-type: doc

      Run RLinf on AMD ROCm or Ascend CANN.

   .. grid-item-card:: Agent Workflows
      :link: agent-workflows/index
      :link-type: doc

      Operate agentic and reasoning workloads.

   .. grid-item-card:: Rollout Engines
      :link: rollout-engines/index
      :link-type: doc

      Launch sglang servers and routers behind a single inference endpoint.

.. toctree::
   :hidden:

   Configure <configure/index>
   Launch & Scale <launch-scale/index>
   Data & Checkpoints <data-checkpoints/index>
   Performance <performance/index>
   Hardware Backends <hardware/index>
   Agent Workflows <agent-workflows/index>
   Rollout Engines <rollout-engines/index>
