gokulsrinivasagan / bert_base_train_book_sst2

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: December 10 2024
text-classification

Introduction of bert_base_train_book_sst2

Model Details of bert_base_train_book_sst2

bert_base_train_book_sst2

This model is a fine-tuned version of gokulsrinivasagan/bert_base_train_book on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2675
  • Accuracy: 0.9071
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: 256
  • eval_batch_size: 256
  • seed: 10
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.2835 1.0 264 0.2790 0.9014
0.1336 2.0 528 0.2675 0.9071
0.0905 3.0 792 0.3047 0.9128
0.0651 4.0 1056 0.2989 0.9128
0.0485 5.0 1320 0.3395 0.9037
0.0378 6.0 1584 0.3287 0.9048
0.0292 7.0 1848 0.3560 0.9094
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_base_train_book_sst2 on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
2
30-day runs

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bert_base_train_book_sst2 huggingface.co is an AI model on huggingface.co that provides bert_base_train_book_sst2's model effect (), which can be used instantly with this gokulsrinivasagan bert_base_train_book_sst2 model. huggingface.co supports a free trial of the bert_base_train_book_sst2 model, and also provides paid use of the bert_base_train_book_sst2. Support call bert_base_train_book_sst2 model through api, including Node.js, Python, http.

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https://huggingface.co/gokulsrinivasagan/bert_base_train_book_sst2

bert_base_train_book_sst2 install

bert_base_train_book_sst2 is an open source model from GitHub that offers a free installation service, and any user can find bert_base_train_book_sst2 on GitHub to install. At the same time, huggingface.co provides the effect of bert_base_train_book_sst2 install, users can directly use bert_base_train_book_sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/gokulsrinivasagan/bert_base_train_book_sst2

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