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        "population_adamw_training_state_bytes_at_reference_scale",
        "population_memory_reference_neurons",
        "population_simulation_state_bytes_at_reference_scale",
        "preclip_gradient_norm_max",
        "preclip_gradient_norm_mean",
        "prefetch_batches",
        "processed_shared_batches",
        "resident_buffer_bytes",
        "resident_buffer_count",
        "resident_parameter_bytes",
        "resident_parameter_count",
        "resident_state_bytes",
        "resume_path",
        "seed",
        "shared_buffer_bytes",
        "shared_fixed_state_bytes",
        "shared_super_batch_size",
        "shared_teacher_compute_seconds",
        "streaming_state_components_bytes",
        "streaming_state_dtype",
        "total_shared_batches",
        "train_presentations",
        "trainable_parameter_bytes",
        "trainable_parameter_count",
        "training_complete",
        "warmup_seconds",
        "weight_decay"
      ],
      "class": "AxoMamba",
      "family": "AxoSim-Mamba",
      "metrics": {
        "dynamics_root_sera_mv_per_ms": 4.922780051120665,
        "dynamics_sera_mv2_per_ms2": 24.23376343171158,
        "response_root_sera_mv": null,
        "response_sera_mv2": null,
        "spike_f1_5ms": 0.5115619739523345,
        "spike_f1_area_0_5ms": 0.4234074599096306,
        "spike_f1_exact": 0.1967750509435634,
        "spike_mean_f1_0_5ms": 0.4118676353326836,
        "voltage_root_sera_mv": 7.016426800370153,
        "voltage_sera_mv2": 49.23024504495255
      },
      "parameter_count": 1129674,
      "path": "population-finetuned/axosim-mamba-medium.pt",
      "sha256": "37b37b06f88e7276b92d302706f442a89654024e6c66ceca05c0faf121048707",
      "status": "retained",
      "training": "axobench-population, 30K presentations"
    }
  ],
  "excluded": "rejected trials, superseded snapshots, optimizer/resume state, caches, and third-party Branch-ELM weights",
  "format_version": 1,
  "repository": "Axym-Labs/AxoSim",
  "scope": "retained release, publication, and population-specialized AxoSim checkpoints"
}