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verl Tutorials & Launchers

Learning-oriented content that is not tied to a specific algorithm.

Contents

Subdir What it is
agent_loop_get_started/ Notebook walkthrough of the agent-loop API (agent_loop_tutorial.ipynb).
ray/ Ray API crash-course notebook (tutorial.ipynb).
slurm/ SLURM job template for running Ray-on-SLURM (ray_on_slurm.slurm).
skypilot/ SkyPilot task specs for cloud / Kubernetes (verl-ppo.yaml, verl-grpo.yaml, verl-multiturn-tools.yaml).

Use these as starting points; the runnable training scripts live under the trainer directories (grpo_trainer/, ppo_trainer/, sft/, ...).