spacemanidol / flan-t5-base-5-5-cnndm

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -1
30-day runs: -6
Model's Last Updated: February 22 2023
text-generation

Introduction of flan-t5-base-5-5-cnndm

Model Details of flan-t5-base-5-5-cnndm

base-5-5-t

This model is a fine-tuned version of asy/cnndm/base-5-5/ on the cnn_dailymail 3.0.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4528
  • Rouge1: 42.192
  • Rouge2: 19.7186
  • Rougel: 30.1187
  • Rougelsum: 39.3784
  • Gen Len: 73.5605
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: 2
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 32
  • 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 0.12.1

Runs of spacemanidol flan-t5-base-5-5-cnndm on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-6
30-day runs

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flan-t5-base-5-5-cnndm is an open source model from GitHub that offers a free installation service, and any user can find flan-t5-base-5-5-cnndm on GitHub to install. At the same time, huggingface.co provides the effect of flan-t5-base-5-5-cnndm install, users can directly use flan-t5-base-5-5-cnndm installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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spacemanidol
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