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PRSM
This tool is no longer present in the server's latest manifest. Showing the last observed version (server version 1.28.0).

training_run_start

Inactive

Tool of ThinkNEO MCP Server

declared in 1.28.0

Attest the start of a training run. Binds dataset hashes + config hash + code hash into a governed run_id. Idempotent by (tenant, workspace, project, idempotency_key).

Parameters schema

{
  "type": "object",
  "title": "training_run_startArguments",
  "required": [
    "dataset_hashes",
    "config",
    "config_hash",
    "code_hash"
  ],
  "properties": {
    "seed": {
      "type": "integer",
      "title": "Seed",
      "default": 0,
      "minimum": 0,
      "description": "RNG seed"
    },
    "actor": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Actor",
      "default": null,
      "description": "Optional actor email override"
    },
    "config": {
      "type": "object",
      "title": "Config",
      "description": "Full training config as JSON",
      "additionalProperties": true
    },
    "code_hash": {
      "type": "string",
      "title": "Code Hash",
      "description": "SHA-256 of the training-code tree (or commit sha)"
    },
    "framework": {
      "type": "string",
      "title": "Framework",
      "default": "lerobot",
      "description": "Training framework (lerobot, tf, torch...)"
    },
    "config_hash": {
      "type": "string",
      "title": "Config Hash",
      "description": "SHA-256 of the canonicalized config"
    },
    "policy_arch": {
      "type": "string",
      "title": "Policy Arch",
      "default": "act",
      "description": "Policy architecture (act, diffusion, pi0.5...)"
    },
    "parent_run_id": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Parent Run Id",
      "default": null,
      "description": "Optional parent run for continued/forked training"
    },
    "dataset_hashes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Dataset Hashes",
      "description": "Dataset hashes consumed by this run"
    },
    "idempotency_key": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Idempotency Key",
      "default": null,
      "description": "Idempotency key"
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

ThinkNEO MCP Server

https://github.com/thinkneo-ai/mcp-server

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training_run_start — ThinkNEO MCP Server — PRSM MCP