JobSpec

tp submit my-grpo --profile h200:8
cat .tuneplane/jobspec.json

{
  "apiVersion": "tuneplane/v1",
  "kind": "TrainingJob",
  "metadata": {
    "name": "my-grpo",
    "project": "my-lab",
    "owner": "",
    "display_name": "",
    "labels": {}
  },
  "spec": {
    "recipe": {
      "name": "nemo-rl/grpo",
      "version": "0.7.0",
      "digest": "sha256:…",
      "plugins": []
    },
    "source": { "exp": "experiments/my-grpo", "entrypoint": "" },
    "framework": {
      "kind": "nemo-rl",
      "version": "0.7.0",
      "runtime_id": "nemo-rl-0.7.0",
      "image": "",
      "observability_url": ""
    },
    "resources": {
      "pools": [{ "name": "train", "series": "h200", "nodes": 1, "gpus_per_node": 8 }],
      "roles": { "actor": "train", "rollout": "train" }
    },
    "model": {
      "base": "Qwen/Qwen2.5-1.5B",
      "peft": null,
      "init_from": { "run_id": "run-4f2a91", "kind": "checkpoint", "step": 500 }
    },
    "data": {
      "train": { "dataset": "alice/gsm8k-zh@v2", "split": "", "path": "train.parquet" },
      "validation": null,
      "volumes": ["acme/support-transcripts"],
      "output_dataset": "",
      "environment": "",
      "quality": { "max_duplicate_ratio": null, "overlap_with": "", "max_overlap_ratio": null }
    },
    "hyperparams": { "policy.optimizer.kwargs.lr": 1e-6 },
    "lifecycle": { "on_success": ["export"] },
    "evaluation": {
      "suites": ["gsm8k"],
      "runner": "",
      "baseline": "",
      "limit": null,
      "gates": [{ "metric": "exact_match", "min": 0.4, "max": null, "max_regression": 0.02 }]
    },
    "plugins": [{ "id": "alice/opsd-patch", "version": "1.2.0", "digest": "sha256:…" }]
  },
  "provenance": {
    "core_version": "0.3.2",
    "git_commit": "…",
    "git_dirty": false,
    "config_sha": "…",
    "model_name": "Qwen/Qwen2.5-1.5B"
  }
}