# models

model_uid: product_cnn_bilstm_attention_4e00a0e2
display_name: 18105988 - cnn_bilstm_attention (v2)
model_type: cnn_bilstm_attention
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:15:15.173779
performance_metrics:
{"mse": 0.06915085762739182, "rmse": 0.26296550035476685, "mae": 0.08368205279111862, "r2": -0.01986298300542244, "mape": 97.39672541618347, "training_time": 3.350994110107422, "best_val_loss": 0.017211433732882142, "stopped_epoch": 1, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_optimized_kan_381f2d1b
display_name: 18105988 - optimized_kan (v1)
model_type: optimized_kan
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:19:16.256379
performance_metrics:
{"mse": 0.07000130414962769, "rmse": 0.26457759737968445, "mae": 0.0693330466747284, "r2": -0.032405827066744664, "mape": 98.85245561599731, "training_time": 30.487504482269287, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\kan_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\kan_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_kan_e0506be2
display_name: 18105988 - kan (v1)
model_type: kan
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:19:23.482287
performance_metrics:
{"mse": 0.07077493518590927, "rmse": 0.2660355865955353, "mae": 0.07335369288921356, "r2": -0.043815595425706455, "mape": 99.36249852180481, "training_time": 33.2653534412384, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\kan_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\kan_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_mlstm_18b3357c
display_name: 18105988 - mlstm (v1)
model_type: mlstm
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:33:33.540784
performance_metrics:
{"mse": 0.06780688464641571, "rmse": 0.2603975534439087, "mae": 0.10896974802017212, "r2": -4.157362160062128e-05, "mape": 94.69596743583679, "training_time": 31.461134433746338, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\mlstm_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\mlstm_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\mlstm_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_tcn_8c7fb6f4
display_name: 18105988 - tcn (v1)
model_type: tcn
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:34:02.237684
performance_metrics:
{"mse": 0.07396993786096573, "rmse": 0.2719741463661194, "mae": 0.11736518144607544, "r2": -0.09093663837380128, "mape": 95.77199816703796, "training_time": 0.9842023849487305, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\tcn_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\tcn_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\tcn_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_transformer_bd6003c3
display_name: 18105988 - transformer (v1)
model_type: transformer
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:34:26.833811
performance_metrics:
{"mse": 0.08033106476068497, "rmse": 0.283427357673645, "mae": 0.11172903329133987, "r2": -0.1847529331828195, "mape": 105.02479076385498, "training_time": 3.9450435638427734, "final_epoch": 1, "version": "v1", "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\transformer_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\transformer_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\transformer_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_xgboost_607196d4
display_name: 18105988 - xgboost (v1)
model_type: xgboost
training_mode: product
training_scope: {"product": {"id": "18105988", "name": "18105988"}, "stores": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:34:50.755527
performance_metrics:
{"mse": 4.99064099096158e-08, "rmse": 0.00022339742592432843, "mae": 3.822776344789099e-05, "r2": 0.9999992458578608, "mape": 0.04526451230049133, "training_time": 0.3501408100128174, "best_iteration": 344, "training_mode": "product", "store_id": null, "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\xgboost_product_18105988_v1.pth", "loss_curve_plot": "saved_models\\xgboost_product_18105988_v1_loss_curve.png", "best_model": "saved_models\\xgboost_product_18105988_v1_best.pth", "version": "v1"}


model_uid: product_xgboost_1042db5a
display_name: 18105988 - xgboost (v2)
model_type: xgboost
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:35:17.577053
training_scope:
{"product": {"id": "18105988", "name": "18105988"}, "stores": [{"id": "01010108", "name": "01010108"}]}

performance_metrics:
{"mse": 4.99064099096158e-08, "rmse": 0.00022339742592432843, "mae": 3.822776344789099e-05, "r2": 0.9999992458578608, "mape": 0.04526451230049133, "training_time": 0.34099626541137695, "best_iteration": 344, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\xgboost_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\xgboost_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\xgboost_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_transformer_f9c03476
display_name: 18105988 - transformer (v2)
model_type: transformer
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:35:59.867270
training_scope:
{"product": {"id": "18105988", "name": "18105988"}, "stores": [{"id": "01010108", "name": "01010108"}]}

performance_metrics:
{"mse": 0.06793583929538727, "rmse": 0.2606450319290161, "mae": 0.11644992232322693, "r2": -0.0019434184237447916, "mape": 93.98583769798279, "training_time": 5.268997669219971, "final_epoch": 1, "version": "v2", "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\transformer_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\transformer_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\transformer_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_tcn_d31e9f19
display_name: 18105988 - tcn (v2)
model_type: tcn
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:36:09.799538
training_scope:
{"product": {"id": "18105988", "name": "18105988"}, "stores": [{"id": "01010108", "name": "01010108"}]}

performance_metrics:
{"mse": 0.07509908825159073, "rmse": 0.27404212951660156, "mae": 0.10841545462608337, "r2": -0.10758983474042472, "mape": 99.42054748535156, "training_time": 0.9743938446044922, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\tcn_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\tcn_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\tcn_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_mlstm_67690203
display_name: 18105988 - mlstm (v2)
model_type: mlstm
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:37:04.566747
performance_metrics:
{"mse": 0.079592764377594, "rmse": 0.2821218967437744, "mae": 0.10857389867305756, "r2": -0.17386430078779558, "mape": 104.71785068511963, "training_time": 36.25367832183838, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\mlstm_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\mlstm_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\mlstm_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_optimized_kan_554827b0
display_name: 18105988 - optimized_kan (v2)
model_type: optimized_kan
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:37:51.697614
performance_metrics:
{"mse": 0.06918047368526459, "rmse": 0.2630218267440796, "mae": 0.08055346459150314, "r2": -0.020299787758478516, "mape": 97.68122434616089, "training_time": 20.214927911758423, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\kan_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\kan_product_18105988_v2_best.pth", "version": "v2"}


model_uid: product_cnn_bilstm_attention_b8ed5d52
display_name: 18105988 - cnn_bilstm_attention (v3)
model_type: cnn_bilstm_attention
training_mode: product
version: v3
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:38:00.150767
performance_metrics:
{"mse": 0.06947226822376251, "rmse": 0.2635759115219116, "mae": 0.07878073304891586, "r2": -0.024603391579023137, "mape": 98.0941891670227, "training_time": 3.2609643936157227, "best_val_loss": 0.01717216446995735, "stopped_epoch": 1, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_product_18105988_v3.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_product_18105988_v3_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_product_18105988_v3_best.pth", "version": "v3"}


model_uid: product_kan_f2ab1035
display_name: 18105988 - kan (v2)
model_type: kan
training_mode: product
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T11:38:08.739567
performance_metrics:
{"mse": 0.06923200935125351, "rmse": 0.26311975717544556, "mae": 0.07788538932800293, "r2": -0.021059922038628498, "mape": 97.94930219650269, "training_time": 20.76606512069702, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_product_18105988_v2.pth", "loss_curve_plot": "saved_models\\kan_product_18105988_v2_loss_curve.png", "best_model": "saved_models\\kan_product_18105988_v2_best.pth", "version": "v2"}


model_uid: store_cnn_bilstm_attention_46539e21
display_name: unknown - cnn_bilstm_attention (v1)
model_type: cnn_bilstm_attention
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:20:12.468420
performance_metrics:
{"mse": 838491840.0, "rmse": 28956.72265625, "mae": 3021.825927734375, "r2": -0.010209568498370292, "mape": 11564181.25, "training_time": 68.8910768032074, "best_val_loss": 1.4877656596273977e-05, "stopped_epoch": 1, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_kan_02cb6cff
display_name: unknown - kan (v1)
model_type: kan
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:39:56.835329
performance_metrics:
{"mse": 830818304.0, "rmse": 28823.919921875, "mae": 1603.6510009765625, "r2": -0.0009645477963595717, "mape": 3615293.359375, "training_time": 1046.4441757202148, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\kan_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\kan_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_optimized_kan_c80abba6
display_name: unknown - optimized_kan (v1)
model_type: optimized_kan
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:41:56.592524
performance_metrics:
{"mse": 831811840.0, "rmse": 28841.1484375, "mae": 2265.09423828125, "r2": -0.0021617023122104673, "mape": 7465233.59375, "training_time": 1068.797875404358, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\kan_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\kan_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\kan_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_mlstm_d247eef2
display_name: unknown - mlstm (v1)
model_type: mlstm
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:43:43.576439
performance_metrics:
{"mse": 9819.69921875, "rmse": 99.09439849853516, "mae": 99.09437561035156, "r2": 0.0, "mape": 467002200.0, "training_time": 0.7778792381286621, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\mlstm_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\mlstm_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\mlstm_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_tcn_4dfaac50
display_name: unknown - tcn (v1)
model_type: tcn
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:44:10.572580
performance_metrics:
{"mse": 562711.0, "rmse": 750.140625, "mae": 716.53271484375, "r2": 0.0, "mape": 3376804400.0, "training_time": 0.10100364685058594, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\tcn_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\tcn_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\tcn_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_transformer_bb9bb567
display_name: unknown - transformer (v1)
model_type: transformer
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:44:21.398669
performance_metrics:
{"mse": 1223513.375, "rmse": 1106.1253662109375, "mae": 1105.9564208984375, "r2": 0.0, "mape": 5212041600.0, "training_time": 0.5577101707458496, "final_epoch": 1, "version": "v1", "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\transformer_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\transformer_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\transformer_store_01010108_v1_best.pth", "version": "v1"}


model_uid: store_xgboost_53c80718
display_name: unknown - xgboost (v1)
model_type: xgboost
training_mode: store
training_scope: {"store": {"id": "01010108", "name": "01010108"}, "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:44:37.627917
performance_metrics:
{"mse": 1.792033005187932e-05, "rmse": 0.004233241081237793, "mae": 0.004233241081237793, "r2": 0.0, "mape": 0.0, "training_time": 0.44799256324768066, "best_iteration": 77, "training_mode": "store", "store_id": "01010108", "product_id": "unknown", "model_identifier": "store_01010108", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\xgboost_store_01010108_v1.pth", "loss_curve_plot": "saved_models\\xgboost_store_01010108_v1_loss_curve.png", "best_model": "saved_models\\xgboost_store_01010108_v1_best.pth", "version": "v1"}


model_uid: product_cnn_bilstm_attention_92804ffc
display_name: 18105988 - cnn_bilstm_attention (v4)
model_type: cnn_bilstm_attention
training_mode: product
version: v4
status: active
training_params: {"epochs": 1}
created_at: 2025-07-26T13:45:35.618066
performance_metrics:
{"mse": 0.00020201462029945105, "rmse": 0.01421318482607603, "mae": 0.012305067852139473, "r2": 0.0, "mape": 0.0, "training_time": 0.1219940185546875, "best_val_loss": 0.00020201462029945105, "stopped_epoch": 1, "training_mode": "product", "store_id": "01010108", "product_id": "18105988", "model_identifier": "18105988", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_product_18105988_v4.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_product_18105988_v4_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_product_18105988_v4_best.pth", "version": "v4"}


model_uid: global_cnn_bilstm_attention_d87c57ef
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model_uid: global_kan_2d7ec5ed
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model_uid: global_optimized_kan_897d5a23
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model_uid: global_mlstm_cc8ad508
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model_uid: global_tcn_58b165cf
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model_uid: global_transformer_393767b7
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model_uid: global_xgboost_147da0c2
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model_uid: global_xgboost_415d9ad4
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model_uid: global_xgboost_a41fc1e2
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model_uid: global_tcn_685adb9e
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model_uid: global_tcn_1f819bfb
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model_uid: global_tcn_88affec4
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model_uid: store_cnn_bilstm_attention_f554543e
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model_uid: store_optimized_kan_cc1c7707
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model_uid: store_kan_8d24e982
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model_uid: store_tcn_81fcde7d
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model_uid: store_mlstm_27a9d82b
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model_uid: store_transformer_51eedac5
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model_uid: store_xgboost_ae1ed9b6
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model_uid: global_cnn_bilstm_attention_0689e75f
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model_uid: global_cnn_bilstm_attention_113f3085
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