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Training in progress epoch 0
658e17c
metadata
license: mit
tags:
  - generated_from_keras_callback
model-index:
  - name: nandysoham/Human_Development_Index-clustered
    results: []

nandysoham/Human_Development_Index-clustered

This model is a fine-tuned version of nandysoham16/4-clustered_aug on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.2234
  • Train End Logits Accuracy: 0.9410
  • Train Start Logits Accuracy: 0.9479
  • Validation Loss: 1.1060
  • Validation End Logits Accuracy: 0.6667
  • Validation Start Logits Accuracy: 0.6667
  • Epoch: 0

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': 2e-05, 'decay_steps': 18, '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-08, 'amsgrad': False}
  • training_precision: float32

Training results

Train Loss Train End Logits Accuracy Train Start Logits Accuracy Validation Loss Validation End Logits Accuracy Validation Start Logits Accuracy Epoch
0.2234 0.9410 0.9479 1.1060 0.6667 0.6667 0

Framework versions

  • Transformers 4.26.0
  • TensorFlow 2.9.2
  • Datasets 2.9.0
  • Tokenizers 0.13.2