gokuls / mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: 5
Model's Last Updated: February 04 2023
text-classification

Introduction of mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb

Model Details of mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb

mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb

This model is a fine-tuned version of google/mobilebert-uncased on the GLUE STSB dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4410
  • Pearson: 0.1664
  • Spearmanr: 0.1770
  • Combined Score: 0.1717
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 Pearson Spearmanr Combined Score
0.5057 1.0 2518 1.4410 0.1664 0.1770 0.1717
0.2904 2.0 5036 1.5531 0.1681 0.1758 0.1720
0.2164 3.0 7554 1.5013 0.1732 0.1766 0.1749
0.1385 4.0 10072 1.4793 0.1854 0.1821 0.1837
0.0944 5.0 12590 1.5300 0.1694 0.1741 0.1717
0.0682 6.0 15108 1.5759 0.1695 0.1691 0.1693
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of gokuls mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
5
30-day runs

More Information About mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb huggingface.co Model

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

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mobilebert_sa_GLUE_Experiment_logit_kd_data_aug_stsb install

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

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