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pino-source-code

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pino-source-code
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{
  "checkpoint": {
    "path": "models/pimt_v6.pt",
    "epoch": 2,
    "val_loss": 0.484091709347537,
    "hidden_dim": 256,
    "embedding_dim": 151,
    "state_dim": 2,
    "num_layers": 4,
    "num_heads": 4
  },
  "data": {
    "path": "data/empirical_dataset_v8.jsonl",
    "n_records": 6078,
    "n_validation_samples": 1089
  },
  "prediction": {
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    "profile_mae": 0.08257085829973221,
    "profile_prediction_variance": 0.003912549465894699,
    "tier_prediction_variance": 0.009843787178397179,
    "tier_metrics": {
      "top": {
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        "mae": 0.06280406564474106,
        "prediction_variance": 0.0011337018804624677,
        "target_variance": 0.03625021129846573,
        "mean_pairwise_cosine_similarity": 0.9688117237632773,
        "mean_spearman_rho": 0.21981701217589275
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      "middle": {
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        "mean_spearman_rho": 0.20025567720380308
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      "base": {
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        "prediction_variance": 0.021325431764125824,
        "target_variance": 0.11628847569227219,
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        "mean_spearman_rho": 0.32991390136684196
      }
    }
  },
  "spearman": {
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    "flat_spearman_p_value": 0.0,
    "profile_spearman_rho": 0.3537687699618818,
    "profile_spearman_p_value": 0.0
  },
  "top_descriptors": {
    "top": {
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        },
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      "target": [
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        },
        {
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        {
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    "middle": {
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      "target": [
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    },
    "base": {
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      "target": [
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        {
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        {
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      ]
    }
  }
}