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t5-small-finetuned-medical – AI Model by Mohan515 | AlphaNeural AI
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Mohan515
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t5-small-finetuned-medical
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transformers
tf
tensorboard
t5
text2text-generation
generated_from_keras_callback
apache-2.0
endpoints_compatible
us
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Mohan515/t5-small-finetuned-medical
This model is a fine-tuned version of
t5-small
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.8018
Validation Loss: 0.5835
Train Rouge1: 43.3783
Train Rouge2: 35.1091
Train Rougel: 41.6332
Train Rougelsum: 42.5743
Train Gen Len: 17.4718
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': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32
Training results
Train Loss
Validation Loss
Train Rouge1
Train Rouge2
Train Rougel
Train Rougelsum
Train Gen Len
Epoch
0.8018
0.5835
43.3783
35.1091
41.6332
42.5743
17.4718
0
Framework versions
Transformers 4.24.0
TensorFlow 2.9.2
Datasets 2.7.0
Tokenizers 0.13.2
