NVIDIA-NeMo / NVIDIA-NeMo/Gym

Milestone 3: generalized taskset routing and rollout data path

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#3,463 0 comments 0 reactions 1 assignee View on GitHub

@adil-a is already working on this.

Since Sep 17, 2026.

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Description

Work:

  • Give dataset declarations stable framework identity.
  • Resolve processors after agent aliases, composition, agent_map, and fan_out.
  • Prefer explicit native binding; otherwise choose the compatibility processor.
  • Persist processor identity through materialized inputs, successes, sidecars, retries, shards, merges, and aggregation.
  • Preserve logical agent attribution separately.
  • Keep processor-specific request adaptation and result projection out of rollout collection.
  • Delegate aggregation to existing agent behavior for the standard single-agent processor.

Definition of done:

  • A batch can mix native and compatibility-routed tasksets.
  • Shared resources servers and repeated dataset sources do not create ambiguous routes.
  • Aliases, copies, agent_map, and fan_out resolve the correct processor.
  • Sharded and unsharded outputs retain equivalent processor attribution and results.
  • Collector code imports no concrete processor request/response models.

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