gokuls / mobilebert_sa_GLUE_Experiment_qqp

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: 2023年1月25日
text-classification

Introduction of mobilebert_sa_GLUE_Experiment_qqp

Model Details of mobilebert_sa_GLUE_Experiment_qqp

mobilebert_sa_GLUE_Experiment_qqp

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

  • Loss: 0.4287
  • Accuracy: 0.8007
  • F1: 0.7301
  • Combined Score: 0.7654
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 F1 Combined Score
0.5237 1.0 2843 0.5087 0.7472 0.6697 0.7085
0.4614 2.0 5686 0.4697 0.7754 0.6746 0.7250
0.4287 3.0 8529 0.4508 0.7853 0.6893 0.7373
0.4089 4.0 11372 0.4493 0.7925 0.7151 0.7538
0.3904 5.0 14215 0.4361 0.7984 0.7222 0.7603
0.3752 6.0 17058 0.4332 0.8023 0.7215 0.7619
0.3592 7.0 19901 0.4287 0.8007 0.7301 0.7654
0.3458 8.0 22744 0.4337 0.8005 0.7324 0.7664
0.3326 9.0 25587 0.4340 0.8006 0.7362 0.7684
0.3201 10.0 28430 0.4464 0.8028 0.7417 0.7722
0.3092 11.0 31273 0.4615 0.8037 0.7196 0.7617
0.2984 12.0 34116 0.4763 0.8047 0.7326 0.7687
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_qqp on huggingface.co

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

More Information About mobilebert_sa_GLUE_Experiment_qqp huggingface.co Model

More mobilebert_sa_GLUE_Experiment_qqp license Visit here:

https://choosealicense.com/licenses/apache-2.0

mobilebert_sa_GLUE_Experiment_qqp huggingface.co

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

mobilebert_sa_GLUE_Experiment_qqp huggingface.co Url

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_qqp

gokuls mobilebert_sa_GLUE_Experiment_qqp online free

mobilebert_sa_GLUE_Experiment_qqp huggingface.co is an online trial and call api platform, which integrates mobilebert_sa_GLUE_Experiment_qqp's modeling effects, including api services, and provides a free online trial of mobilebert_sa_GLUE_Experiment_qqp, you can try mobilebert_sa_GLUE_Experiment_qqp online for free by clicking the link below.

gokuls mobilebert_sa_GLUE_Experiment_qqp online free url in huggingface.co:

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_qqp

mobilebert_sa_GLUE_Experiment_qqp install

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

mobilebert_sa_GLUE_Experiment_qqp install url in huggingface.co:

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_qqp

Url of mobilebert_sa_GLUE_Experiment_qqp

mobilebert_sa_GLUE_Experiment_qqp huggingface.co Url

Provider of mobilebert_sa_GLUE_Experiment_qqp huggingface.co

gokuls
ORGANIZATIONS

Other API from gokuls

huggingface.co

Total runs: 9.7K
Run Growth: 9.6K
Growth Rate: 99.05%
Updated:2022年9月25日
huggingface.co

Total runs: 27
Run Growth: 17
Growth Rate: 62.96%
Updated:2023年3月2日
huggingface.co

Total runs: 26
Run Growth: 19
Growth Rate: 73.08%
Updated:2023年3月2日
huggingface.co

Total runs: 25
Run Growth: 10
Growth Rate: 40.00%
Updated:2023年3月2日
huggingface.co

Total runs: 24
Run Growth: 10
Growth Rate: 41.67%
Updated:2023年3月2日
huggingface.co

Total runs: 21
Run Growth: 11
Growth Rate: 52.38%
Updated:2023年3月3日