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naghamghanim commited on
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4213472
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1 Parent(s): 14eee95

First model version

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Files changed (17) hide show
  1. args.json +74 -0
  2. checkpoints/checkpoint_0.pt +3 -0
  3. checkpoints/checkpoint_1.pt +3 -0
  4. checkpoints/checkpoint_2.pt +3 -0
  5. predictions.txt +0 -0
  6. tag_vocab.pkl +3 -0
  7. tensorboard/Loss_test_loss/events.out.tfevents.1766483640.ml-research-03.289699.3 +3 -0
  8. tensorboard/Loss_train_loss/events.out.tfevents.1766483640.ml-research-03.289699.1 +3 -0
  9. tensorboard/Loss_val_loss/events.out.tfevents.1766483640.ml-research-03.289699.2 +3 -0
  10. tensorboard/Metrics_test_micro_f1/events.out.tfevents.1766483640.ml-research-03.289699.7 +3 -0
  11. tensorboard/Metrics_test_precision/events.out.tfevents.1766483640.ml-research-03.289699.8 +3 -0
  12. tensorboard/Metrics_test_recall/events.out.tfevents.1766483640.ml-research-03.289699.9 +3 -0
  13. tensorboard/Metrics_val_micro_f1/events.out.tfevents.1766483640.ml-research-03.289699.4 +3 -0
  14. tensorboard/Metrics_val_precision/events.out.tfevents.1766483640.ml-research-03.289699.5 +3 -0
  15. tensorboard/Metrics_val_recall/events.out.tfevents.1766483640.ml-research-03.289699.6 +3 -0
  16. tensorboard/events.out.tfevents.1766483000.ml-research-03.289699.0 +3 -0
  17. train.log +0 -0
args.json ADDED
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+ {
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+ "output_path": "/rep/nhamad/ArabicNER/data/output/dir",
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+ "train_path": "/rep/nhamad/ArabicNER/data/train.txt",
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+ "val_path": "/rep/nhamad/ArabicNER/data/val.txt",
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+ "test_path": "/rep/nhamad/ArabicNER/data/test.txt",
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+ "bert_model": "aubmindlab/bert-base-arabertv2",
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+ "log_interval": 10,
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+ "batch_size": 8,
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+ "data_config": {
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+ "fn": "Nested.data.datasets.NestedTagsDataset",
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+ "kwargs": {
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+ "max_seq_len": 512,
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+ "bert_model": "aubmindlab/bert-base-arabertv2"
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+ }
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+ "trainer_config": {
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+ "fn": "Nested.trainers.BertNestedTrainer",
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+ "kwargs": {
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+ }
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+ },
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+ "network_config": {
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+ "fn": "Nested.nn.BertNestedTagger",
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+ "optimizer": {
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+ "lr_scheduler": {
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+ "fn": "torch.optim.lr_scheduler.ExponentialLR",
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+ "kwargs": {
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+ "gamma": 1
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+ "loss": {
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+ "fn": "torch.nn.CrossEntropyLoss",
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+ "kwargs": {}
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+ "overwrite": false,
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+ "seed": 1
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