BenjaminOcampo / model

huggingface.co
Total runs: 13
24-hour runs: 9
7-day runs: 9
30-day runs: 11
Model's Last Updated: October 20 2023
text-generation

Introduction of model

Model Details of model

model

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0530
  • Rouge1: 78.2421
  • Rouge2: 75.2403
  • Rougel: 78.1859
  • Rougelsum: 78.1938
  • Gen Len: 19.0
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: 0.0005
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
0.0717 0.25 1000 0.0637 78.0577 74.8304 78.018 78.0236 19.0
0.0659 0.5 2000 0.0598 78.1871 75.0081 78.134 78.1354 19.0
0.0624 0.75 3000 0.0576 77.9279 74.7627 77.868 77.88 19.0
0.0597 1.01 4000 0.0563 78.1154 75.0171 78.0426 78.0522 19.0
0.0565 1.26 5000 0.0556 78.1454 75.0883 78.0991 78.1097 19.0
0.0528 1.51 6000 0.0549 78.3856 75.379 78.318 78.3263 19.0
0.0563 1.76 7000 0.0541 78.2664 75.1877 78.1834 78.1963 19.0
0.0535 2.01 8000 0.0540 78.1601 75.1107 78.0957 78.1042 19.0
0.0507 2.26 9000 0.0537 78.2119 75.137 78.1504 78.16 19.0
0.0513 2.51 10000 0.0533 78.1715 75.1571 78.1235 78.1272 19.0
0.052 2.76 11000 0.0530 78.2421 75.2403 78.1859 78.1938 19.0
Framework versions
  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1

Runs of BenjaminOcampo model on huggingface.co

13
Total runs
9
24-hour runs
9
3-day runs
9
7-day runs
11
30-day runs

More Information About model huggingface.co Model

model huggingface.co

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BenjaminOcampo model online free url in huggingface.co:

https://huggingface.co/BenjaminOcampo/model

model install

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

model install url in huggingface.co:

https://huggingface.co/BenjaminOcampo/model

Url of model

Provider of model huggingface.co

BenjaminOcampo
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