Hugging Face's logo

alraisi
/
t5-s19

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
t5-s19 / README.md
alraisi's picture
alraisi
End of training
f2affe3 verified
preview code
|
raw
history blame contribute delete
1.61 kB
metadata
license: apache-2.0
base_model: Falconsai/medical_summarization
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: t5-s19
    results: []

t5-s19

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

  • Loss: 2.4137
  • Rouge1: 33.1554
  • Rouge2: 15.9465
  • Rougel: 28.0028
  • Rougelsum: 28.0647
  • Gen Len: 17.3715

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:

  • learning_rate: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
2.8319 1.0 625 2.4137 33.1554 15.9465 28.0028 28.0647 17.3715

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2