Download submission_artifacts/temperature_planner.json from CarlAlbertCode/BatterySwapAI2026-MnesisLab: direct link, hf CLI and curl.
- Browser
- Download file 7.87 kB
-
https://huggingface.co/CarlAlbertCode/BatterySwapAI2026-MnesisLab/resolve/main/submission_artifacts/temperature_planner.json
- Command line
-
hf download hf://CarlAlbertCode/BatterySwapAI2026-MnesisLab/submission_artifacts/temperature_planner.json
-
curl -L -o temperature_planner.json https://huggingface.co/CarlAlbertCode/BatterySwapAI2026-MnesisLab/resolve/main/submission_artifacts/temperature_planner.json
7.87 kB
| { | |
| "aft": { | |
| "diagnostics": { | |
| "censored_devices": 374, | |
| "devices": 450, | |
| "eligible_rows": 10636, | |
| "event_devices": 76, | |
| "iterations": 27, | |
| "objective": 549.3019842852074 | |
| }, | |
| "parameters": { | |
| "beta0": 0.8736216147089645, | |
| "beta1": 0.8894051370094506, | |
| "sigma": 0.23315668503034834 | |
| } | |
| }, | |
| "artifact": "submission_artifacts/temperature_planner.joblib", | |
| "artifact_sha256": "3fdac6f588b779f6a1aa6bd224ed7ad460b7165eda5e7b1060ef5484edf4b804", | |
| "artifact_size_bytes": 16513962, | |
| "base_artifact": "submission_artifacts/planner.joblib", | |
| "base_artifact_byte_preserved": true, | |
| "base_artifact_sha256_after": "3cfca2e7dd2c05ddd84f2eca42a484168a1ab4ad3cd454806ef4e687fe8f1569", | |
| "base_artifact_sha256_before": "3cfca2e7dd2c05ddd84f2eca42a484168a1ab4ad3cd454806ef4e687fe8f1569", | |
| "container_base": "huggingface/competitions@sha256:6cea4ff69a6832761484f48c07ccfbf49f701f285ffcb9fc72a4ecfb81b6b4e5", | |
| "dataset_files": { | |
| "battery_metrics.parquet": "d333e69cd1145ca025904511ee517d234a0616a9bc9c2d056a056a66ac7432e2", | |
| "devices.csv": "59819728f367b05c09b15038b28239253419a640a7dfd7caed366dffa4f71eb2", | |
| "eol_times.csv": "c02984228e6b791c75c65d3a1a9d1727864ff30dfd6c1147cd6784125e8ba189", | |
| "scenarios.json": "49917e65fe5194af5a9f0a46413187bf47e4453f0e09860f6249f7ad654559f9" | |
| }, | |
| "dataset_revision": "7f423ac4cb6ab146f7ea7a37872eb4dfc3c9705c", | |
| "ensemble": { | |
| "freshness_stratified": true, | |
| "identity_components": [ | |
| { | |
| "name": "lt_fp_aft", | |
| "weight": 0.5 | |
| }, | |
| { | |
| "name": "original_similarity_eol", | |
| "weight": 0.5 | |
| } | |
| ], | |
| "planner_effective_risk_multiset_preserved": true, | |
| "post_components": [ | |
| "seasonal_temperature_below_250_logit1" | |
| ], | |
| "raw_risk_multiset_preserved": true, | |
| "v07_emergency_scale": 0.75, | |
| "v07_mean_trip_gate_hours": 8.0 | |
| }, | |
| "official_evaluator_run": false, | |
| "random_seeds": { | |
| "base_model": 2026, | |
| "identity_residuals": null | |
| }, | |
| "runtime_versions": { | |
| "batteryswap_public": "0.3.4", | |
| "fastparquet": "2026.5.0", | |
| "joblib": "1.5.3", | |
| "numpy": "2.2.6", | |
| "pandas": "2.3.3", | |
| "pydantic-settings": "2.15.0", | |
| "scikit-learn": "1.7.2", | |
| "scipy": "1.14.1", | |
| "structlog": "26.1.0" | |
| }, | |
| "schema_version": 1, | |
| "seasonal_temperature": { | |
| "enabled": true, | |
| "frozen_beta_v_per_c": 0.00549, | |
| "full_train_fit": { | |
| "clipped_beta_v_per_c": 0.005490315451361821, | |
| "raw_beta_v_per_c": 0.005490315451361821, | |
| "training_device_days": 327760, | |
| "training_readings": 7203213 | |
| }, | |
| "maximum_predicted_min_voltage": 2.5 | |
| }, | |
| "similarity_library": { | |
| "arrays": { | |
| "device_buildings_by_code": { | |
| "dtype": "object", | |
| "sha256": "14952b5a526c6a2f56ab004728d3a2f08ade7588f7e4e7e099401522e376d3bc", | |
| "shape": [ | |
| 82 | |
| ] | |
| }, | |
| "device_ids_by_code": { | |
| "dtype": "object", | |
| "sha256": "d9c4639bc36ccd9d015b6693dec35c7623448b0615a3ea85bec023007c1a2cd0", | |
| "shape": [ | |
| 82 | |
| ] | |
| }, | |
| "donor_buildings": { | |
| "dtype": "object", | |
| "sha256": "69003f56da7d9f40a693d72092ab08b00e54c009c7a3c24a842389f4ce8f4fc1", | |
| "shape": [ | |
| 7257 | |
| ] | |
| }, | |
| "donor_codes": { | |
| "dtype": "int64", | |
| "sha256": "91ec85d3ad42e60422e736642e5bc70677df34a774bd1f12133801f8b3104171", | |
| "shape": [ | |
| 7257 | |
| ] | |
| }, | |
| "donor_ids": { | |
| "dtype": "object", | |
| "sha256": "bdd4bd413919359fcbc689f189a4f3513ede64ec73ccfae2486dafb189dc5c6a", | |
| "shape": [ | |
| 7257 | |
| ] | |
| }, | |
| "endpoint_days": { | |
| "dtype": "datetime64[ns]", | |
| "sha256": "4c12f0cf07d5fd8fb94d2de1badab8b9bd3728c6279d72f92939c241cba923d3", | |
| "shape": [ | |
| 7257 | |
| ] | |
| }, | |
| "masks": { | |
| "dtype": "bool", | |
| "sha256": "c6db4208d17c3ea575510d0ef484adb21010495a460415c94bc7fdacf81980a3", | |
| "shape": [ | |
| 7257, | |
| 49 | |
| ] | |
| }, | |
| "residual_days": { | |
| "dtype": "float64", | |
| "sha256": "eb425df66eb6136810506a663fb79c2b41ba3df4ff0c9241d2b8513e9e0d6f31", | |
| "shape": [ | |
| 7257 | |
| ] | |
| }, | |
| "values": { | |
| "dtype": "float64", | |
| "sha256": "767a4fc753a4d1971713de79259136a119defa3c7c3be952e7e2cdfe5627ad03", | |
| "shape": [ | |
| 7257, | |
| 49 | |
| ] | |
| } | |
| }, | |
| "donor_buildings": 24, | |
| "donor_devices": 82, | |
| "donor_endpoints": 7257, | |
| "prefix_lags": 49 | |
| }, | |
| "smoothing_audit": { | |
| "exact_eol_matches": 82, | |
| "observed_eol_devices": 82 | |
| }, | |
| "source_sha256": { | |
| "Dockerfile": "84a3f71b2ba664f91ceb8a2980dd5397a002eed02af9fdd264325caf89158573", | |
| "LICENSE": "02a0be95f0bbc0d5d656ef7983a9267141f1cd201b5c0ac7ff7c9b9c6c765985", | |
| "README.md": "400e54feb8c26148079379ceb76a9d39c9af9a513aed842a74340df609a963a3", | |
| "REPRODUCIBILITY.md": "cce05ccbaee8b0bf119ff7dac1c7660fcbd2c1ad2b405e6c5d9e9d57504fe56e", | |
| "THIRD_PARTY_LICENSES.md": "c530152f46533b773acaffb76fb452fc7511765ce343fb35d3e7830edfb2f267", | |
| "pyproject.toml": "154acd67853b696aecc62c4db1c29c44b50c8d57b10a5d8deb58148978344136", | |
| "requirements.txt": "53d9c582b98b392c0517dc87c78949cd13b99b3f09ebfce601d0c8eadd4f2db3", | |
| "script.py": "4c4537adef9531380a17161d720e864999a708497ddae31888e851b221480ea5", | |
| "scripts/build_identity_submission.py": "5ad4fb55db9817da4295e69e98d843d0fdf3986d2b169b6f114f550911775bc4", | |
| "scripts/evaluate_clean_identity_candidate.py": "d665105b8eff79f44d6a493ca241ab96f5c3b6ef06b16dd708908251845829f8", | |
| "scripts/experiment_identity_ensemble.py": "06bc341f13eec3893ff0c1343a20bd085d9447f329d66d0ffb6c33f957598a40", | |
| "scripts/experiment_lt_fp_aft.py": "3c0b8e6d1f5a4e36e5d84a3ce61c38d861a65e2adb999bee9515490c50db6c97", | |
| "scripts/experiment_similarity_eol.py": "a84ef4d194b96afd17e630faff589011aff7f88c84835ca2ffdbccf8b75caa7b", | |
| "scripts/experiment_temperature_physics_ensemble.py": "d3cc15e017691b06f4b093e8304e160a1139c5b1fa886a10b4eca9bc9d99b441", | |
| "scripts/verify_identity_feature_parity.py": "a5ca2c72881d4760dee5b0d68ddc31f9e72fd0c18ac25fe3187984063facf30d", | |
| "src/batteryswapai/competition_planner.py": "a56bfe549a3d6fcfe59217f7bd8a647533a4484fdbb26fe3ef8f1d6c84035a98", | |
| "src/batteryswapai/identity_ensemble.py": "fa1f9aeaa89fba1bc5fc437c478c876544f2973960db18ef2c83f0042cc9df4a" | |
| }, | |
| "training_source": { | |
| "aft_landmarks": "rebuilt from official raw train visible prefixes", | |
| "optional_lt_reference": { | |
| "path": "artifacts/lt_fp_aft_official.rows.csv", | |
| "raw_rebuild_exact": true, | |
| "rows": 19890, | |
| "sha256": "f8ce13b8b77453b01e81e1a788ab490dd0768eb7aec1162f3ef03492b0aaad11" | |
| } | |
| }, | |
| "validation_evidence_sha256": { | |
| "artifacts/identity_ensemble_official.json": "6841c68160ef2decdd372bc98e1e4cfb33fab5eab83251133bc143f9ed5c113f", | |
| "artifacts/identity_ensemble_official.rows.csv": "582673ce8e57707294175f26194a03b086f6021f19362568deae59e9285a2be8", | |
| "artifacts/lt_fp_aft_official.json": "7446090f1a3e809a64526821176cc01f8d5302d93aa9c03431993e629b8c75a8", | |
| "artifacts/lt_fp_aft_official.rows.csv": "f8ce13b8b77453b01e81e1a788ab490dd0768eb7aec1162f3ef03492b0aaad11", | |
| "artifacts/similarity_eol_official.json": "07921417a05f81ad5c22d2b39ba241c4fe98a51ba0fb02583d2da489d824ff51", | |
| "artifacts/similarity_eol_official.rows.csv": "18ee1f5ba39e10276c5a643841b9d3e8e4552aa8df53817a936d8b9de6585947", | |
| "artifacts/temperature_physics_ensemble_official.json": "005dbcd8e5189c090b6b824b203b6ec6c012d1ceaea3b05bd04bd9970d9cc7eb", | |
| "artifacts/temperature_physics_ensemble_official.rows.csv": "45959940bb44a7aacf98a20ff8bc5bbd7c4348aec1fa028f464eb260b066a9ca", | |
| "artifacts/temperature_physics_globalbeta_diagnostic.json": "2352beb54b52a8b5f7767797c25c1e9282c5bab75f557d394d5c84419954d5e8" | |
| } | |
| } | |