WillHeld / byt5-base-cstop_artificial

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 06 2022
text2text-generation

Introduction of byt5-base-cstop_artificial

Model Details of byt5-base-cstop_artificial

byt5-base-cstop_artificial

This model is a fine-tuned version of google/byt5-base on the cstop_artificial dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0461
  • Exact Match: 0.7996
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: 0.001
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 64
  • total_train_batch_size: 512
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 3000
Training results
Training Loss Epoch Step Validation Loss Exact Match
0.2563 28.5 200 0.0461 0.0376
0.0065 57.13 400 0.0563 0.0376
0.0021 85.63 600 0.0592 0.0358
0.0013 114.25 800 0.0569 0.0376
0.0008 142.75 1000 0.0675 0.0358
0.0007 171.38 1200 0.0627 0.0394
0.0004 199.88 1400 0.0677 0.0358
0.0003 228.5 1600 0.0650 0.0376
0.0002 257.13 1800 0.0693 0.0394
0.0002 285.63 2000 0.0721 0.0394
0.0002 314.25 2200 0.0714 0.0376
0.0002 342.75 2400 0.0701 0.0394
0.0002 371.38 2600 0.0750 0.0394
0.0001 399.88 2800 0.0739 0.0394
0.0001 428.5 3000 0.0745 0.0394
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.0
  • Tokenizers 0.13.2

Runs of WillHeld byt5-base-cstop_artificial on huggingface.co

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More Information About byt5-base-cstop_artificial huggingface.co Model

More byt5-base-cstop_artificial license Visit here:

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

byt5-base-cstop_artificial huggingface.co

byt5-base-cstop_artificial huggingface.co is an AI model on huggingface.co that provides byt5-base-cstop_artificial's model effect (), which can be used instantly with this WillHeld byt5-base-cstop_artificial model. huggingface.co supports a free trial of the byt5-base-cstop_artificial model, and also provides paid use of the byt5-base-cstop_artificial. Support call byt5-base-cstop_artificial model through api, including Node.js, Python, http.

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https://huggingface.co/WillHeld/byt5-base-cstop_artificial

WillHeld byt5-base-cstop_artificial online free

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WillHeld byt5-base-cstop_artificial online free url in huggingface.co:

https://huggingface.co/WillHeld/byt5-base-cstop_artificial

byt5-base-cstop_artificial install

byt5-base-cstop_artificial is an open source model from GitHub that offers a free installation service, and any user can find byt5-base-cstop_artificial on GitHub to install. At the same time, huggingface.co provides the effect of byt5-base-cstop_artificial install, users can directly use byt5-base-cstop_artificial installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/WillHeld/byt5-base-cstop_artificial

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WillHeld
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