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nitendra1729/
bert-base-uncased-disaster_tweetsv1

Name: bert-base-uncased-disaster_tweetsv1
Availability: InStock

transformers

bert

text-classification

generated_from_keras_callback

apache-2.0

autotrain_compatible

endpoints_compatible

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bert-base-uncased-disaster_tweetsv1

This model is a fine-tuned version of bert-base-uncased on disaster tweets dataset of kaggle. It achieves the following results on the evaluation set: 81% accuracy

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': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': 570, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Training results

Framework versions

Transformers 4.30.2
TensorFlow 2.12.0
Datasets 2.1.0
Tokenizers 0.13.3

nitendra1729/bert-base-uncased-disaster_tweetsv1

bert-base-uncased-disaster_tweetsv1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

nitendra1729/
bert-base-uncased-disaster_tweetsv1