gokuls / mobilebert_sa_GLUE_Experiment_wnli

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Total runs: 17
24-hour runs: 0
7-day runs: 2
30-day runs: 1
Model's Last Updated: January 25 2023
text-classification

Introduction of mobilebert_sa_GLUE_Experiment_wnli

Model Details of mobilebert_sa_GLUE_Experiment_wnli

mobilebert_sa_GLUE_Experiment_wnli

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

  • Loss: 0.6895
  • Accuracy: 0.5634
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
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6956 1.0 5 0.6895 0.5634
0.6944 2.0 10 0.6945 0.4366
0.6937 3.0 15 0.6947 0.4366
0.693 4.0 20 0.6914 0.5634
0.693 5.0 25 0.6898 0.5634
0.6932 6.0 30 0.6901 0.5634
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.8.0
  • Tokenizers 0.13.2

Runs of gokuls mobilebert_sa_GLUE_Experiment_wnli on huggingface.co

17
Total runs
0
24-hour runs
4
3-day runs
2
7-day runs
1
30-day runs

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

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https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_wnli

mobilebert_sa_GLUE_Experiment_wnli install

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

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