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[workflow action package]

@beam/drun-synthetic-train

DRUN synthetic train

Synthetic local training step for distributed runs: continues from the optional carried model (none: a fresh model) and publishes a small synthetic model whose loss decays per step, plus a JSON report with that loss. No model math.

ExternalDeprecatedValidatedHippius artifactdistributed-runfedavgsynthetictrain

Trust

External

Placements

2

Permissions

-

Versions

5

[package identity]

Details

Identity and execution metadata for the latest version.

Package
@beam/drun-synthetic-train
Repository
-
Author
beam
Category
ml
API version
workflow-actions/v2
Latest tag
latest -> 1.2.0
Task mode
single-worker
Default placement
local-workers
Visibility
Public
Published
Oct 31, 2026, 10:18 PM
Updated
11/1/2026

[workflow reference]

Use in a workflow

Drop this into a workflow definition to reference the action.

{
  "actionPackageName": "@beam/drun-synthetic-train",
  "actionVersionRange": "^1.2.0",
  "config": {},
  "inputBindings": {}
}

[developer tooling]

CLI

Publish and resolve packages from a local development environment.

beam-registry publish . --tag latest
curl "https://api.lab.b3m.dev/registry/v1/resolve/%40beam/drun-synthetic-train?range=latest"