| { |
| "exp_id": "EXP-002", |
| "config": { |
| "exp_id": "EXP-002", |
| "run_name": "marbertv2_wojood_nested", |
| "model_name": "UBC-NLP/MARBERTv2", |
| "drive_root": "/content/drive/MyDrive/NAMAA Drive /shared_tasks/KnowledgeGraphEval/dataset", |
| "data_variant": "nested", |
| "text_col": "token", |
| "tag_col": "tags", |
| "sent_col": "global_sentence_id", |
| "order_col": "token_position", |
| "domain_col": "Sub_corpus", |
| "tag_split_regex": "[\\s|,;+]+", |
| "output_root": "/content/drive/MyDrive/NAMAA Drive /shared_tasks/KnowledgeGraphEval/02_models", |
| "hf_username": "FatimahEmadEldin", |
| "hf_private": true, |
| "seed": 42, |
| "max_length": 256, |
| "num_train_epochs": 8, |
| "learning_rate": 3e-05, |
| "weight_decay": 0.01, |
| "warmup_ratio": 0.1, |
| "pred_threshold": 0.5, |
| "per_device_train_batch_size": 32, |
| "per_device_eval_batch_size": 64, |
| "gradient_accumulation_steps": 1, |
| "bf16": true, |
| "tf32": true, |
| "gradient_checkpointing": false, |
| "dataloader_num_workers": 2, |
| "group_by_length": false, |
| "save_total_limit": 2, |
| "early_stopping_patience": 3 |
| }, |
| "data_paths": { |
| "train": "/content/drive/MyDrive/NAMAA Drive /shared_tasks/KnowledgeGraphEval/dataset/Wojood/Wojood1_1_nested/train.csv", |
| "dev": "/content/drive/MyDrive/NAMAA Drive /shared_tasks/KnowledgeGraphEval/dataset/Wojood/Wojood1_1_nested/val.csv", |
| "test": "/content/drive/MyDrive/NAMAA Drive /shared_tasks/KnowledgeGraphEval/dataset/Wojood/Wojood1_1_nested/test.csv" |
| }, |
| "n_train_sentences": 23125, |
| "n_dev_sentences": 3304, |
| "labels": [ |
| "B-CARDINAL", |
| "B-CURR", |
| "B-DATE", |
| "B-EVENT", |
| "B-FAC", |
| "B-GPE", |
| "B-LANGUAGE", |
| "B-LAW", |
| "B-LOC", |
| "B-MONEY", |
| "B-NORP", |
| "B-OCC", |
| "B-ORDINAL", |
| "B-ORG", |
| "B-PERCENT", |
| "B-PERS", |
| "B-PRODUCT", |
| "B-QUANTITY", |
| "B-TIME", |
| "B-UNIT", |
| "B-WEBSITE", |
| "I-CARDINAL", |
| "I-CURR", |
| "I-DATE", |
| "I-EVENT", |
| "I-FAC", |
| "I-GPE", |
| "I-LANGUAGE", |
| "I-LAW", |
| "I-LOC", |
| "I-MONEY", |
| "I-NORP", |
| "I-OCC", |
| "I-ORDINAL", |
| "I-ORG", |
| "I-PERCENT", |
| "I-PERS", |
| "I-PRODUCT", |
| "I-QUANTITY", |
| "I-TIME", |
| "I-UNIT", |
| "I-WEBSITE" |
| ], |
| "label2id": { |
| "B-CARDINAL": 0, |
| "B-CURR": 1, |
| "B-DATE": 2, |
| "B-EVENT": 3, |
| "B-FAC": 4, |
| "B-GPE": 5, |
| "B-LANGUAGE": 6, |
| "B-LAW": 7, |
| "B-LOC": 8, |
| "B-MONEY": 9, |
| "B-NORP": 10, |
| "B-OCC": 11, |
| "B-ORDINAL": 12, |
| "B-ORG": 13, |
| "B-PERCENT": 14, |
| "B-PERS": 15, |
| "B-PRODUCT": 16, |
| "B-QUANTITY": 17, |
| "B-TIME": 18, |
| "B-UNIT": 19, |
| "B-WEBSITE": 20, |
| "I-CARDINAL": 21, |
| "I-CURR": 22, |
| "I-DATE": 23, |
| "I-EVENT": 24, |
| "I-FAC": 25, |
| "I-GPE": 26, |
| "I-LANGUAGE": 27, |
| "I-LAW": 28, |
| "I-LOC": 29, |
| "I-MONEY": 30, |
| "I-NORP": 31, |
| "I-OCC": 32, |
| "I-ORDINAL": 33, |
| "I-ORG": 34, |
| "I-PERCENT": 35, |
| "I-PERS": 36, |
| "I-PRODUCT": 37, |
| "I-QUANTITY": 38, |
| "I-TIME": 39, |
| "I-UNIT": 40, |
| "I-WEBSITE": 41 |
| }, |
| "task": "nested-multilabel-ner", |
| "python": "3.12.13", |
| "versions": { |
| "torch": "2.11.0+cu128", |
| "transformers": "5.10.2", |
| "datasets": "4.0.0", |
| "cuda": "12.8", |
| "gpu": "Tesla T4" |
| } |
| } |
