{
  "schemaVersion": 1,
  "lessonId": "posttraining-04",
  "contentHash": "f95b5b63c839a7fb666de4e7d7d05613900eb9c24c3e422b20aed70502400f42",
  "executedAt": "2026-10-20T10:52:18.834855+00:00",
  "environment": {
    "backend": "cpu",
    "deviceCount": 1,
    "python": "3.14.3",
    "jax": "0.9.2",
    "numpy": "2.4.4",
    "matplotlib": "3.10.8"
  },
  "stdout": "Reward initial/final and final KL: 0.28191882371902466 1.9185447692871094 0.7824773192405701\nSynthetic preference bandit with actual sampled PPO updates; synthetic preference target or language-generation claim.\nReward initial/final and final KL: 0.28191882371902466 1.9185447692871094 0.7824773192405701\nSynthetic preference bandit with actual sampled PPO updates; synthetic preference target or language-generation claim.\nClipped surrogate terms: [ 2.4 -1.6]\nEnumerated baseline score gradient matches exact expected-reward gradient.\nReference/final KL: 0.0 0.7824773192405701\nBehavior log probabilities and advantages are detached.\nRegularized objective reference/trained/optimum: 0.28191882371902466 1.7620493173599243 1.7987911701202393\nPASS: posttraining-04\n",
  "notebookCells": [
    {
      "sourceHash": "1d1e5a5761c01081babbb9c71e53329b327bedbef5e589ddc58bd99ea5150ad6",
      "outputs": []
    },
    {
      "sourceHash": "279527f48377fdf5698bd83afc271a62ecf5a9384f9cac6999a687c7f6cacda4",
      "outputs": []
    },
    {
      "sourceHash": "e66332a2548148c79047158123cb4e2a7079bb68ac1c1bc0febfa51eba6b93ea",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reward initial/final and final KL: 0.28191882371902466 1.9185447692871094 0.7824773192405701\n",
            "Synthetic preference bandit with actual sampled PPO updates; synthetic preference target or language-generation claim.\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "342909405c94ce8d0110db0fa724e1137418d2a23ba395cc7115d4f86d7893cb",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reward initial/final and final KL: 0.28191882371902466 1.9185447692871094 0.7824773192405701\n",
            "Synthetic preference bandit with actual sampled PPO updates; synthetic preference target or language-generation claim.\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "b33a50a165898e06aa7ed4f532ca6417a552d63458616abbf10187beb21dd3d9",
      "outputs": []
    },
    {
      "sourceHash": "25df6d662f9d3f0c4e984c6a201f79fa0cfd7a2633dc4b0773dfba6c2dd4ee6c",
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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",
            "text/plain": [
              "Executed Matplotlib figure"
            ]
          }
        }
      ]
    },
    {
      "sourceHash": "74f026761d2fcf1195a1c7431779180e14240e7f5924ca4b4617e70a22f79405",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Clipped surrogate terms: [ 2.4 -1.6]\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "b46ae896f1ddc390f769afea371d4a65ec047305ab217989a50ac5e1f22203e6",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Enumerated baseline score gradient matches exact expected-reward gradient.\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "03c39dca58505b8a28a5bf7dadbca61128037f6099a58fda65eb7ebdbab3bbbb",
      "outputs": []
    },
    {
      "sourceHash": "e2ccfa05e88eeef598cf3c46968972b7c8858967392c36d4b0e97a42e85bdc26",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reference/final KL: 0.0 0.7824773192405701\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "3c39ae8ce733ed53f135ebb37d986b3e79466659ee46647aaf58c34473358787",
      "outputs": []
    },
    {
      "sourceHash": "989e23c023398201e4c7f6b1e324c1de507cdec37792625d6a6b07ec4d8456b0",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Behavior log probabilities and advantages are detached.\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "ae2a7d875209655413d357f2df8a67223f63c43dc20e71e9be23b8a2c0b37d59",
      "outputs": []
    },
    {
      "sourceHash": "e82d928c66f0849a2be46ef8d5b1f2ce802b6c48f99a1cee42ba00177588057d",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Regularized objective reference/trained/optimum: 0.28191882371902466 1.7620493173599243 1.7987911701202393\n"
          ]
        }
      ]
    }
  ],
  "scope": "Recorded instructor reference run; all script assertions and notebook code cells passed. No accelerator performance claim."
}
