gokuls / bert-base-uncased-sst2

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Total runs: 15
24-hour runs: 0
7-day runs: 2
30-day runs: 7
Model's Last Updated: January 27 2023
text-classification

Introduction of bert-base-uncased-sst2

Model Details of bert-base-uncased-sst2

bert-base-uncased-sst2

This model is a fine-tuned version of bert-base-uncased on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2333
  • Accuracy: 0.9128
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: 5e-05
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 10
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.2103 1.0 527 0.2507 0.9048
0.1082 2.0 1054 0.2333 0.9128
0.0724 3.0 1581 0.2371 0.9186
0.0521 4.0 2108 0.2582 0.9186
0.0393 5.0 2635 0.3094 0.9220
0.0302 6.0 3162 0.3506 0.9197
0.0258 7.0 3689 0.4149 0.9071
0.0209 8.0 4216 0.3121 0.9174
0.018 9.0 4743 0.4919 0.9060
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of gokuls bert-base-uncased-sst2 on huggingface.co

15
Total runs
0
24-hour runs
-1
3-day runs
2
7-day runs
7
30-day runs

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bert-base-uncased-sst2 huggingface.co is an AI model on huggingface.co that provides bert-base-uncased-sst2's model effect (), which can be used instantly with this gokuls bert-base-uncased-sst2 model. huggingface.co supports a free trial of the bert-base-uncased-sst2 model, and also provides paid use of the bert-base-uncased-sst2. Support call bert-base-uncased-sst2 model through api, including Node.js, Python, http.

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https://huggingface.co/gokuls/bert-base-uncased-sst2

gokuls bert-base-uncased-sst2 online free

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https://huggingface.co/gokuls/bert-base-uncased-sst2

bert-base-uncased-sst2 install

bert-base-uncased-sst2 is an open source model from GitHub that offers a free installation service, and any user can find bert-base-uncased-sst2 on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-uncased-sst2 install, users can directly use bert-base-uncased-sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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