WillHeld / t5-small-vanilla-cstop_artificial

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: 2022年11月23日
text2text-generation

Introduction of t5-small-vanilla-cstop_artificial

Model Details of t5-small-vanilla-cstop_artificial

t5-small-vanilla-cstop_artificial

This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1506
  • Exact Match: 0.5725
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: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 32
  • 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
1.4041 28.5 200 0.1008 0.4758
0.047 57.13 400 0.1029 0.5367
0.021 85.63 600 0.1077 0.5617
0.012 114.25 800 0.1214 0.5689
0.0079 142.75 1000 0.1273 0.5671
0.0809 171.38 1200 0.1192 0.5653
0.0063 199.88 1400 0.1329 0.5653
0.0042 228.5 1600 0.1402 0.5707
0.0036 257.13 1800 0.1335 0.5617
0.0029 285.63 2000 0.1423 0.5689
0.0023 314.25 2200 0.1515 0.5671
0.0019 342.75 2400 0.1569 0.5689
0.0018 371.38 2600 0.1517 0.5689
0.0016 399.88 2800 0.1527 0.5725
0.0016 428.5 3000 0.1506 0.5725
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.0
  • Tokenizers 0.13.2

Runs of WillHeld t5-small-vanilla-cstop_artificial on huggingface.co

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More Information About t5-small-vanilla-cstop_artificial huggingface.co Model

More t5-small-vanilla-cstop_artificial license Visit here:

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

t5-small-vanilla-cstop_artificial huggingface.co

t5-small-vanilla-cstop_artificial huggingface.co is an AI model on huggingface.co that provides t5-small-vanilla-cstop_artificial's model effect (), which can be used instantly with this WillHeld t5-small-vanilla-cstop_artificial model. huggingface.co supports a free trial of the t5-small-vanilla-cstop_artificial model, and also provides paid use of the t5-small-vanilla-cstop_artificial. Support call t5-small-vanilla-cstop_artificial model through api, including Node.js, Python, http.

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https://huggingface.co/WillHeld/t5-small-vanilla-cstop_artificial

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t5-small-vanilla-cstop_artificial install

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

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