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flan-t5-base-samsum

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metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
  - generated_from_trainer
datasets:
  - samsum
model-index:
  - name: flan-t5-base-samsum
    results: []

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flan-t5-base-samsum

This model is a fine-tuned version of google/flan-t5-base on the samsum dataset. It achieves the following results on the evaluation set:

  • eval_loss: 1.4020
  • eval_rouge1: 46.9165
  • eval_rouge2: 23.2404
  • eval_rougeL: 39.2696
  • eval_rougeLsum: 43.164
  • eval_gen_len: 17.2625
  • eval_runtime: 86.6884
  • eval_samples_per_second: 9.448
  • eval_steps_per_second: 0.6
  • epoch: 1.0
  • step: 921

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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.1.2
  • Datasets 2.19.1
  • Tokenizers 0.19.1