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Ariadne-Laya-TD

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Ariadne-Laya-TD
File size: 4,365 Bytes
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{
  "experiment": "E0j five-seed confirmation",
  "seeds": [
    0,
    1,
    2,
    3,
    4
  ],
  "created_at": "2026-09-27T15:29:06.749690+00:00",
  "data": {
    "train": {
      "format_version": 1,
      "sha256": "5b273d74d4eed80f75763af64cfaf3fabae1d2a31a0b67551a5a753b6972e22e",
      "cases": 1080,
      "decisions": 5400,
      "profile": "hybrid-train",
      "role": "train",
      "source": "LocalLLaMA/typed-decisions",
      "revision": "f7a2487edd7a043a5441a5e9ccc7fe5ddbd9ebe8",
      "source_split": "train",
      "split_seed": 42
    },
    "validation": {
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      "cases": 120,
      "decisions": 600,
      "profile": "hybrid-validation",
      "role": "validation",
      "source": "LocalLLaMA/typed-decisions",
      "revision": "f7a2487edd7a043a5441a5e9ccc7fe5ddbd9ebe8",
      "source_split": "train",
      "split_seed": 42
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    "test": {
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      "cases": 400,
      "decisions": 2000,
      "profile": "typed-decisions-test",
      "role": "test",
      "source_split": "test",
      "parent_sha256": "477c9cbd4f9eaf8844fa4d6870560e751960735e7441b803306d6e011e689435"
    }
  },
  "heldout_manifest": {
    "format_version": 1,
    "sha256": "10fb671245cdac1ee09e9c4d2b9b09829fbf1abd06e0954fddee0b9ec8519854",
    "cases": 3516,
    "decisions": 5116,
    "profile": "heldout-eight",
    "role": "test",
    "parent_bundles": {
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      "language_en": "a3d41f5060826770f0f28b16a0aff26b4294691423624349db6b008789ea9096"
    },
    "purpose": "Base vs official typed-decisions specialist vs trained Laya-only input interface; no new training."
  },
  "max_len": 1024,
  "head_max_len": 256,
  "epochs": null,
  "min_epochs": 10,
  "early_stopping_patience": 3,
  "early_stopping_metric": "validation.soft_cross_entropy",
  "early_stopping_min_delta": 0.0,
  "microbatch": 8,
  "accumulation": 4,
  "effective_batch": 32,
  "interface_lr": 0.0001,
  "weight_decay": 0.01,
  "gradient_clip": 1,
  "training_scope": "bridge",
  "training_dropout": false,
  "selection": "minimum validation soft cross-entropy among trained epochs",
  "release_candidate_selection": "lowest selected validation soft cross-entropy across all five seeds; tie goes to the lowest seed; no test-based selection",
  "device": "cuda:1",
  "deterministic": true,
  "native_sdk_calibration": true,
  "publish_policy": "provide user-requested local bundle; preserve existing card; no assistant upload",
  "baseline_predictions_sha256": "37dff666a00a340cd6e37f775dc60df33a3c6eb78f76bfee7f094443c225b6e8",
  "run_order": [
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    2,
    3,
    1,
    4
  ],
  "seed_0_reference": "completed controlled pilot, unchanged",
  "comparison": "LR is the only training change from E0i; min10/patience3 and all other settings fixed",
  "scope": "adaptive experimental follow-up selected after the seed-0 pilot; not a fresh blind test",
  "replay_evidence": "Two fresh seed-0 LR 1e-4 processes matched losses, metrics and tensors for two epochs; reported seed-0 metric prefix matched. Verified after the sweep.",
  "driver_sha256": {
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  },
  "release_replay_sha256": "dd3479114e8af11d06708febc1e86b887cc6e3cc5ce1523a249e54b9432412ec",
  "base_model": "convaiinnovations/laya",
  "base_revision": "55cf4c4ebb4ebe31b2550e8bdf3bd21b99753851",
  "training_sources_sha256": {
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    "ariadne_bench/full_input_interface.py": "a8f440a2185085c64896300a243ac52a9619c4d05a1b4e43c50c2c32aa1da996",
    "ariadne_bench/full_finetune.py": "6067be8cf837d254b919c841c9a9851e1546a413dbf6324ff242e5d2f56c9734",
    "ariadne_bench/interfaces.py": "19700fb8170b2460401900cb96ebdff22bd7bf778ca5132e98d56ba68f344187",
    "ariadne_bench/experiments/align.py": "31e2733dcc223a1e1a6250d41c4158f84091f1cb4067d61388e06b5b01ae34c4"
  }
}