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Update project and configurations

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Zou-Seay
2026-06-11 16:28:00 +08:00
parent 12d3922091
commit a29a91867d
237 changed files with 164880 additions and 90 deletions
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56
intelligent_cabin/models/local_bert_multi_intent/train_summary.json Normal file
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{
"task_type": "multi_label_intent_detection",
"base_model": "hfl/chinese-macbert-base",
"epochs": 12,
"batch_size": 8,
"learning_rate": 2e-05,
"threshold": 0.5,
"top_k": 4,
"train_size": 862,
"dev_size": 236,
"label_count": 34,
"labels": [
"cabin_ac_off",
"cabin_ac_on",
"cabin_defog_front_on",
"cabin_defog_rear_on",
"cabin_fan_down",
"cabin_fan_up",
"cabin_lights_off",
"cabin_lights_on",
"cabin_lock_doors",
"cabin_mirror_fold",
"cabin_mirror_unfold",
"cabin_nav_cancel",
"cabin_nav_to",
"cabin_next_track",
"cabin_pause_music",
"cabin_play_music",
"cabin_previous_track",
"cabin_seat_heat_off",
"cabin_seat_heat_on",
"cabin_set_ac",
"cabin_sunroof_close",
"cabin_sunroof_open",
"cabin_unlock_doors",
"cabin_volume_down",
"cabin_volume_mute",
"cabin_volume_up",
"cabin_window_close",
"cabin_window_open",
"cabin_wiper_off",
"cabin_wiper_on",
"cs_cancel_order",
"cs_query_logistics",
"cs_query_order",
"cs_transfer_human"
],
"best_dev_metrics": {
"micro_precision": 1.0,
"micro_recall": 0.9929,
"micro_f1": 0.9964,
"exact_match": 0.9915,
"recall_at_k": 1.0
},
"device": "mps"
}