spacemanidol / flan-t5-large-xsum

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 1
30-day runs: 6
Model's Last Updated: July 06 2023
text-generation

Introduction of flan-t5-large-xsum

Model Details of flan-t5-large-xsum

large

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

  • Loss: nan
  • Rouge1: 39.7125
  • Rouge2: 16.3418
  • Rougel: 31.7246
  • Rougelsum: 31.7214
  • Gen Len: 26.7397
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: 16
  • 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
  • mixed_precision_training: Native AMP
Training results
Framework versions
  • Transformers 4.27.0.dev0
  • Pytorch 1.9.0+cu111
  • Datasets 2.5.1
  • Tokenizers 0.12.1

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

16
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
6
30-day runs

More Information About flan-t5-large-xsum huggingface.co Model

More flan-t5-large-xsum license Visit here:

https://choosealicense.com/licenses/apache-2.0

flan-t5-large-xsum huggingface.co

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spacemanidol flan-t5-large-xsum online free url in huggingface.co:

https://huggingface.co/spacemanidol/flan-t5-large-xsum

flan-t5-large-xsum install

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

flan-t5-large-xsum install url in huggingface.co:

https://huggingface.co/spacemanidol/flan-t5-large-xsum

Url of flan-t5-large-xsum

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spacemanidol
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