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Librarian Bot: Update dataset YAML metadata for model (#1)
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metadata
license: apache-2.0
tags:
  - generated_from_trainer
datasets: din0s/msmarco-nlgen
model-index:
  - name: t5-base-msmarco-nlgen-cb
    results: []

t5-base-msmarco-nlgen-cb

This model is a fine-tuned version of t5-base on the MS MARCO Natural Language Generation dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0571
  • Rougelsum: 24.7427

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: 0.0001
  • train_batch_size: 16
  • eval_batch_size: 8
  • 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 Rougelsum
2.1393 0.26 2500 2.1099 24.5028
2.1006 0.52 5000 2.0739 24.6017
2.0694 0.78 7500 2.0571 24.7427

Framework versions

  • Transformers 4.23.0.dev0
  • Pytorch 1.12.1+cu102
  • Datasets 2.4.0
  • Tokenizers 0.12.1