spacemanidol / flan-t5-large-3-6-xsum

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -5
30-day runs: -3
Model's Last Updated: 2023年3月23日
text-generation

Introduction of flan-t5-large-3-6-xsum

Model Details of flan-t5-large-3-6-xsum

3-6-t

This model is a fine-tuned version of 3-6/ on the xsum dataset. It achieves the following results on the evaluation set:

  • Loss: 1.5395
  • Rouge1: 39.9522
  • Rouge2: 16.8963
  • Rougel: 32.1359
  • Rougelsum: 32.1303
  • Gen Len: 27.1425
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: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 3.0
Training results
Framework versions
  • Transformers 4.27.0.dev0
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of spacemanidol flan-t5-large-3-6-xsum on huggingface.co

7
Total runs
0
24-hour runs
-1
3-day runs
-5
7-day runs
-3
30-day runs

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