Upload model_metadata_v9b.json with huggingface_hub
Browse files- model_metadata_v9b.json +70 -0
model_metadata_v9b.json
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{
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"version": "v9b",
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"sprint": "A7b",
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"trained_at": "2026-03-28T05:24:38.871108Z",
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"continues_from": "v9 (A7)",
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"vsn_rho_method": "perturbation_sensitivity",
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"scania_source": "twinnable/data/SCANIA_processed.parquet (A5/A6 preprocessed)",
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"scania_feat_cols": [
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"f100",
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"f158",
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"f167",
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"f171",
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"f272",
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"f291",
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"f309",
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"f370",
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"f397",
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"f427",
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"f459",
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"f666",
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"f835",
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"f837"
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],
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"cuda_fixes": [
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"Flash/mem-efficient SDPA disabled",
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"LayerNorm eps=1e-3",
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"safe_bce clamped inputs",
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"SCANIA per-vehicle windowing"
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],
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"domains": {
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"cmapss": {
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"rul_source": "supervised",
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"rul_max_cycles": 125,
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"onnx": "tft_weights_v9b_cmapss.onnx",
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"rmse": 15.303,
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"r2": 0.864,
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"auc": 0.989,
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"vsn_rho": 0.297,
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"vsn_validated": false
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},
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"scania": {
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"rul_source": "supervised",
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"onnx": "tft_weights_v9b_scania.onnx",
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"rmse": 28.873,
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"r2": 0.337,
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"auc": 0.784,
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"vsn_rho": 0.468,
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"vsn_validated": false
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},
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"nist": {
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"rul_source": "synthetic_estimated",
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"rul_max_cycles": 125,
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"nist_seed": 42,
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"onnx": "tft_weights_v9b_nist.onnx",
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"rmse": 36.714,
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"r2": 0.204,
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"auc": 0.44,
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"vsn_rho": 0.49,
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"vsn_validated": false
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}
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},
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"training": {
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"phase1_epochs": 20,
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"phase2_epochs": 20,
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"ig_beta": 0.1,
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"ig_loss": "pairwise_cross_domain",
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"window": 30,
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"n_sensors": 14
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}
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}
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