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{
  "name": "king-2-throughput-numba",
  "description": "CASE 2 — Pipeline throughput via numba kernels + seasonal overlays + het noise so more tokens train before the wall.",
  "min_length": 4096,
  "max_length": 4096,
  "family_weights": {
    "trend_seasonal_ar": 0.12,
    "regime_shift": 0.12,
    "multiplicative": 0.08,
    "ar2": 0.15,
    "integrated": 0.12,
    "threshold_ar": 0.08,
    "chaotic": 0.04,
    "spectral_gp": 0.07,
    "long_memory": 0.06,
    "ou_stochastic_vol": 0.1,
    "physical_sensors": 0.02,
    "seasonal_counts": 0.02,
    "intermittent": 0.01,
    "pulse_outlier": 0.01
  },
  "tr_hi_frac": 0.25,
  "tr_exc_lo": 0.4,
  "tr_exc_hi": 3.0,
  "gr_exc_lo": 0.3,
  "gr_exc_hi": 2.0,
  "sa_clean_frac": 0.4,
  "sa_clean_lo": 0.02,
  "sa_clean_hi": 0.12,
  "seasonal_focus": 0.75,
  "het_noise_frac": 0.35,
  "ar2_seasonal_frac": 0.25,
  "integrated_seasonal_frac": 0.3
}