spacemanidol / flan-t5-large-6-4-xsum

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: March 07 2023
text-generation

Introduction of flan-t5-large-6-4-xsum

Model Details of flan-t5-large-6-4-xsum

large-6-4--nonfp16

This model is a fine-tuned version of x/large-6-4/ on the xsum dataset. It achieves the following results on the evaluation set:

  • Loss: 1.5524
  • Rouge1: 42.7257
  • Rouge2: 19.2975
  • Rougel: 34.7615
  • Rougelsum: 34.7583
  • Gen Len: 26.3953
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: 8
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 8
  • 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 1.13.1+cu117
  • Datasets 2.10.0
  • Tokenizers 0.13.2

Runs of spacemanidol flan-t5-large-6-4-xsum on huggingface.co

11
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
2
30-day runs

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