gokuls / mobilebert_add_GLUE_Experiment_cola

huggingface.co
Total runs: 21
24-hour runs: 0
7-day runs: 6
30-day runs: 17
Model's Last Updated: January 26 2023
text-classification

Introduction of mobilebert_add_GLUE_Experiment_cola

Model Details of mobilebert_add_GLUE_Experiment_cola

mobilebert_add_GLUE_Experiment_cola

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

  • Loss: 0.6127
  • Matthews Correlation: 0.0
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 Matthews Correlation
0.6126 1.0 67 0.6183 0.0
0.6078 2.0 134 0.6179 0.0
0.6072 3.0 201 0.6183 0.0
0.6062 4.0 268 0.6164 0.0
0.601 5.0 335 0.6127 0.0
0.5928 6.0 402 0.6148 0.0
0.588 7.0 469 0.6224 0.0
0.582 8.0 536 0.6174 0.0029
0.5807 9.0 603 0.6301 0.0029
0.5743 10.0 670 0.6156 0.0438
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.8.0
  • Tokenizers 0.13.2

Runs of gokuls mobilebert_add_GLUE_Experiment_cola on huggingface.co

21
Total runs
0
24-hour runs
0
3-day runs
6
7-day runs
17
30-day runs

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

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https://huggingface.co/gokuls/mobilebert_add_GLUE_Experiment_cola

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https://huggingface.co/gokuls/mobilebert_add_GLUE_Experiment_cola

mobilebert_add_GLUE_Experiment_cola install

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

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Updated:March 02 2023
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Total runs: 15
Run Growth: 6
Growth Rate: 40.00%
Updated:March 02 2023