{
  "chart_manifest": [
    {
      "chart_id": "scale_matrix_active_params",
      "path": "plots/scale_matrix_active_params.svg",
      "title": "100M active parameter footprint",
      "type": "svg_bar_chart"
    },
    {
      "chart_id": "scale_matrix_tps_ratio",
      "path": "plots/scale_matrix_tps_ratio.svg",
      "title": "100M throughput ratio",
      "type": "svg_bar_chart"
    },
    {
      "chart_id": "scale_matrix_rss_peak",
      "path": "plots/scale_matrix_rss_peak.svg",
      "title": "100M peak RSS by variant",
      "type": "svg_bar_chart"
    },
    {
      "chart_id": "scale_matrix_eval_loss",
      "path": "plots/scale_matrix_eval_loss.svg",
      "title": "100M full-eval token loss",
      "type": "svg_bar_chart"
    }
  ],
  "claim_boundary": [
    "Bounded 100M local scale-matrix aggregate evidence only.",
    "Parameter counts are normalized to M across JSON, charts and tables.",
    "Full-eval loss movement is a local likelihood-eval signal, not a general model-quality claim.",
    "Throughput ratio is from the local gate metric and is not a service-level or benchmark-leadership claim.",
    "No production-readiness, mature generation-quality, dense-superiority, unrestricted reproduction or proven-breakthrough claim is made.",
    "Raw paths, invocation details, private configuration, source commits, hashes, checkpoints, prompts, outputs, model weights and mechanism internals are not published."
  ],
  "contract": "neuroforge.erais.public_scale_matrix_100m.v1",
  "generated_at_utc": "2026-07-06T20:27:52Z",
  "headline": {
    "erais_full_active_params_m": 26.134,
    "erais_full_active_share_pct": 25.42,
    "erais_full_full_eval_delta_vs_dense": -0.410627,
    "erais_full_total_non_embedding_params_m": 102.811,
    "erais_full_tps_ratio_vs_dense": 2.616137,
    "erais_full_training_rss_reduction_pct_vs_dense": 31.646,
    "erais_full_training_rss_saving_mib_vs_dense": 1542.293,
    "full_eval_examples_min": 1700,
    "passing_variant_count": 5,
    "variant_count": 5
  },
  "rows": [
    {
      "active_non_embedding_min_m": 100.154,
      "active_non_embedding_share_pct": 100.0,
      "full_eval_delta_vs_dense_control": 0.0,
      "full_eval_examples": 1700,
      "full_eval_token_loss": 11.533162,
      "non_embedding_params_m": 100.154,
      "status": "pass",
      "throughput_ratio_vs_dense_control": 1.0,
      "training_loss_delta_vs_dense_control": 0.0,
      "training_rss_delta_mib_vs_dense_control": 0.0,
      "training_rss_peak_mib": 4873.516,
      "variant_id": "dense_control",
      "variant_label": "Dense control"
    },
    {
      "active_non_embedding_min_m": 100.154,
      "active_non_embedding_share_pct": 100.0,
      "full_eval_delta_vs_dense_control": -0.408782,
      "full_eval_examples": 1700,
      "full_eval_token_loss": 11.12438,
      "non_embedding_params_m": 100.154,
      "status": "pass",
      "throughput_ratio_vs_dense_control": 1.007602,
      "training_loss_delta_vs_dense_control": 0.041358,
      "training_rss_delta_mib_vs_dense_control": -1314.32,
      "training_rss_peak_mib": 3559.195,
      "variant_id": "dense_optimizer_control",
      "variant_label": "Dense optimizer control"
    },
    {
      "active_non_embedding_min_m": 100.451,
      "active_non_embedding_share_pct": 100.0,
      "full_eval_delta_vs_dense_control": -0.027889,
      "full_eval_examples": 1700,
      "full_eval_token_loss": 11.505273,
      "non_embedding_params_m": 100.451,
      "status": "pass",
      "throughput_ratio_vs_dense_control": 0.920898,
      "training_loss_delta_vs_dense_control": 0.100772,
      "training_rss_delta_mib_vs_dense_control": 246.254,
      "training_rss_peak_mib": 5119.77,
      "variant_id": "sparse_control",
      "variant_label": "Sparse control"
    },
    {
      "active_non_embedding_min_m": 100.451,
      "active_non_embedding_share_pct": 100.0,
      "full_eval_delta_vs_dense_control": -0.44375,
      "full_eval_examples": 1700,
      "full_eval_token_loss": 11.089413,
      "non_embedding_params_m": 100.451,
      "status": "pass",
      "throughput_ratio_vs_dense_control": 0.922614,
      "training_loss_delta_vs_dense_control": 0.083008,
      "training_rss_delta_mib_vs_dense_control": -1365.531,
      "training_rss_peak_mib": 3507.984,
      "variant_id": "sparse_optimizer_control",
      "variant_label": "Sparse optimizer control"
    },
    {
      "active_non_embedding_min_m": 26.134,
      "active_non_embedding_share_pct": 25.42,
      "full_eval_delta_vs_dense_control": -0.410627,
      "full_eval_examples": 1700,
      "full_eval_token_loss": 11.122535,
      "non_embedding_params_m": 102.811,
      "status": "pass",
      "throughput_ratio_vs_dense_control": 2.616137,
      "training_loss_delta_vs_dense_control": 0.208404,
      "training_rss_delta_mib_vs_dense_control": -1542.293,
      "training_rss_peak_mib": 3331.223,
      "variant_id": "erais_full",
      "variant_label": "ERAIS full"
    }
  ],
  "scale": "scale_100m",
  "sequence_length": 768,
  "source_artifacts": [
    {
      "bytes": 380080,
      "file": "scale_matrix_gate.json"
    }
  ],
  "status": "public_candidate",
  "steps": 100,
  "tokenizer_mode": "production_required",
  "training_scope": "all"
}