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indonesian-roberta-base-posp-tagger-finetuned-tweet_pemilu2024_2 – AI Model by tunarebus | AlphaNeural AI
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tunarebus
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indonesian-roberta-base-posp-tagger-finetuned-tweet_pemilu2024_2
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transformers
tf
roberta
fill-mask
generated_from_keras_callback
w11wo/indonesian-roberta-base-posp-tagger
finetune
mit
autotrain_compatible
endpoints_compatible
us
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tunarebus/indonesian-roberta-base-posp-tagger-finetuned-tweet_pemilu2024_2
This model is a fine-tuned version of
w11wo/indonesian-roberta-base-posp-tagger
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 6.7581
Validation Loss: 6.4974
Epoch: 9
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'transformers.optimization_tf', 'class_name': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': -969, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'warmup_steps': 1000, 'power': 1.0, 'name': None}, 'registered_name': 'WarmUp'}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16
Training results
Train Loss
Validation Loss
Epoch
11.7200
11.3464
0
10.7101
10.0138
1
9.4860
9.0052
2
8.6505
8.1202
3
8.0255
7.6902
4
7.6350
7.2934
5
7.3084
7.0449
6
7.0715
6.9226
7
6.9394
6.6571
8
6.7581
6.4974
9
Framework versions
Transformers 4.35.2
TensorFlow 2.15.0
Datasets 2.16.0
Tokenizers 0.15.0