gokuls / mobilebert_sa_GLUE_Experiment_data_aug_cola_128

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: -3
30-day runs: 4
Model's Last Updated: February 02 2023
text-classification

Introduction of mobilebert_sa_GLUE_Experiment_data_aug_cola_128

Model Details of mobilebert_sa_GLUE_Experiment_data_aug_cola_128

mobilebert_sa_GLUE_Experiment_data_aug_cola_128

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: 0.6624
  • Matthews Correlation: 0.0618
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
0.5456 1.0 1669 0.6624 0.0618
0.4572 2.0 3338 0.7774 0.0514
0.419 3.0 5007 0.8469 0.0931
0.3649 4.0 6676 0.8748 0.1011
0.3117 5.0 8345 1.0732 0.0824
0.2698 6.0 10014 1.2173 0.0618
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_data_aug_cola_128 on huggingface.co

15
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
4
30-day runs

More Information About mobilebert_sa_GLUE_Experiment_data_aug_cola_128 huggingface.co Model

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mobilebert_sa_GLUE_Experiment_data_aug_cola_128 huggingface.co

mobilebert_sa_GLUE_Experiment_data_aug_cola_128 huggingface.co is an AI model on huggingface.co that provides mobilebert_sa_GLUE_Experiment_data_aug_cola_128's model effect (), which can be used instantly with this gokuls mobilebert_sa_GLUE_Experiment_data_aug_cola_128 model. huggingface.co supports a free trial of the mobilebert_sa_GLUE_Experiment_data_aug_cola_128 model, and also provides paid use of the mobilebert_sa_GLUE_Experiment_data_aug_cola_128. Support call mobilebert_sa_GLUE_Experiment_data_aug_cola_128 model through api, including Node.js, Python, http.

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gokuls mobilebert_sa_GLUE_Experiment_data_aug_cola_128 online free

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https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_data_aug_cola_128

mobilebert_sa_GLUE_Experiment_data_aug_cola_128 install

mobilebert_sa_GLUE_Experiment_data_aug_cola_128 is an open source model from GitHub that offers a free installation service, and any user can find mobilebert_sa_GLUE_Experiment_data_aug_cola_128 on GitHub to install. At the same time, huggingface.co provides the effect of mobilebert_sa_GLUE_Experiment_data_aug_cola_128 install, users can directly use mobilebert_sa_GLUE_Experiment_data_aug_cola_128 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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