JustAdvanceTechonology's picture
Training in progress epoch 7
6b1a3f9
metadata
license: apache-2.0
tags:
  - generated_from_keras_callback
model-index:
  - name: JustAdvanceTechonology/medical_notes_mulitilingual
    results: []

JustAdvanceTechonology/medical_notes_mulitilingual

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 8.7536
  • Validation Loss: 6.1397
  • Epoch: 7

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': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5.6e-05, 'decay_steps': 1209, '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, 'weight_decay_rate': 0.01}
  • training_precision: mixed_float16

Training results

Train Loss Validation Loss Epoch
11.2097 6.1454 0
8.7069 6.1880 1
8.7350 6.1834 2
8.7021 6.1364 3
8.7385 6.2117 4
8.7318 6.2004 5
8.7487 6.1531 6
8.7536 6.1397 7

Framework versions

  • Transformers 4.16.2
  • TensorFlow 2.5.0
  • Datasets 2.0.0
  • Tokenizers 0.10.1