| { |
| "model_name": "google-bert/bert-base-multilingual-uncased", |
| "training_date": "2025-11-06 19:14:32", |
| "training_duration_minutes": 200.33368061383564, |
| "dataset_info": { |
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| }, |
| "config": { |
| "dataset_path": "/content/drive/MyDrive/transaction_dataset.jsonl", |
| "drive_model_dir": "/content/drive/MyDrive/models/multitask_ner_intent_lang_v2", |
| "local_model_dir": "/content/multitask_model", |
| "model_name": "google-bert/bert-base-multilingual-uncased", |
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| "batch_size": 48, |
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| "learning_rate": 2e-05, |
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| "intent_weight": 0.35, |
| "lang_weight": 0.15, |
| "eval_steps": 1000, |
| "save_steps": 1000, |
| "logging_steps": 200, |
| "save_to_drive_every_n_checkpoints": 3, |
| "filter_empty_entities": true, |
| "min_tokens": 2, |
| "max_samples_per_intent": null, |
| "seed": 42, |
| "test_size": 0.15, |
| "val_split": 0.5, |
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| "dataloader_workers": 2 |
| }, |
| "final_results": { |
| "validation": { |
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| "intent_f1": 0.5543617045485377, |
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| } |
| }, |
| "label_counts": { |
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| "num_intents": 3, |
| "num_languages": 5 |
| } |
| } |