{
 "backbone": "mlx-community/gemma-4-12B-it-4bit",
 "hf_tokenizer": "mlx-community/gemma-4-12B-it-4bit",
 "task": "multimode",
 "loader": "psilm.mlx.gemma_loader.load_backbone_any (gemma4_unified -> text tower)",
 "physics": {
  "file": "physics/fno_burgers_multimode.safetensors",
  "source": "results/stage2b/fno.pt (1D Burgers FNO, multi-mode ICs)"
 },
 "bridges_class": "psilm.mlx.multimode.make_bridges_multi (PsiBridgesMLX, n_params=6)",
 "construct": {
  "d_model": 3840,
  "channel": "value",
  "inj_cap": 0.2,
  "gate_bias": 0.0,
  "readout_norm": "dim"
 },
 "coupling": {
  "l_fwd": 20,
  "l_rev": 30,
  "n_layers": 48
 },
 "pointer": "deterministic span pooling with calibrated per-dimension standardization (fwd.dim_mu/dim_sigma included; fwd.x0_query/x0_key omitted: unused)",
 "training": {
  "steps_total": 7500,
  "phase_A_readout_only": 2000,
  "coupled_steps": 4000,
  "no_harm_steps": 1500,
  "no_harm_resumed_from": 6000,
  "batch": 4,
  "lr": "3e-4 (warm-up, coupled), 1e-4 (no-harm phase)",
  "no_harm_arm": "non-physics prompts (data/noharm_gemma_all.json) paired with the backbone's own greedy continuation; gate-only updates + mean-gate penalty"
 },
 "held_out_n48_per_chunk": {
  "coupled": [
   0.729,
   0.896,
   1.0,
   0.938,
   0.958,
   1.0,
   1.0,
   1.0
  ],
  "no_harm_phase": [
   1.0,
   1.0,
   1.0
  ]
 },
 "license": "apache-2.0"
}