gokuls / mobilebert_sa_GLUE_Experiment_sst2

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: -9
30-day runs: -9
Model's Last Updated: January 25 2023
text-classification

Introduction of mobilebert_sa_GLUE_Experiment_sst2

Model Details of mobilebert_sa_GLUE_Experiment_sst2

mobilebert_sa_GLUE_Experiment_sst2

This model is a fine-tuned version of google/mobilebert-uncased on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4157
  • Accuracy: 0.8028
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
0.487 1.0 527 0.4157 0.8028
0.2824 2.0 1054 0.4351 0.8005
0.2265 3.0 1581 0.4487 0.8096
0.1989 4.0 2108 0.5182 0.7993
0.1813 5.0 2635 0.4654 0.7982
0.1684 6.0 3162 0.5340 0.7924
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_sst2 on huggingface.co

18
Total runs
0
24-hour runs
-5
3-day runs
-9
7-day runs
-9
30-day runs

More Information About mobilebert_sa_GLUE_Experiment_sst2 huggingface.co Model

More mobilebert_sa_GLUE_Experiment_sst2 license Visit here:

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

mobilebert_sa_GLUE_Experiment_sst2 huggingface.co

mobilebert_sa_GLUE_Experiment_sst2 huggingface.co is an AI model on huggingface.co that provides mobilebert_sa_GLUE_Experiment_sst2's model effect (), which can be used instantly with this gokuls mobilebert_sa_GLUE_Experiment_sst2 model. huggingface.co supports a free trial of the mobilebert_sa_GLUE_Experiment_sst2 model, and also provides paid use of the mobilebert_sa_GLUE_Experiment_sst2. Support call mobilebert_sa_GLUE_Experiment_sst2 model through api, including Node.js, Python, http.

mobilebert_sa_GLUE_Experiment_sst2 huggingface.co Url

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_sst2

gokuls mobilebert_sa_GLUE_Experiment_sst2 online free

mobilebert_sa_GLUE_Experiment_sst2 huggingface.co is an online trial and call api platform, which integrates mobilebert_sa_GLUE_Experiment_sst2's modeling effects, including api services, and provides a free online trial of mobilebert_sa_GLUE_Experiment_sst2, you can try mobilebert_sa_GLUE_Experiment_sst2 online for free by clicking the link below.

gokuls mobilebert_sa_GLUE_Experiment_sst2 online free url in huggingface.co:

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_sst2

mobilebert_sa_GLUE_Experiment_sst2 install

mobilebert_sa_GLUE_Experiment_sst2 is an open source model from GitHub that offers a free installation service, and any user can find mobilebert_sa_GLUE_Experiment_sst2 on GitHub to install. At the same time, huggingface.co provides the effect of mobilebert_sa_GLUE_Experiment_sst2 install, users can directly use mobilebert_sa_GLUE_Experiment_sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

mobilebert_sa_GLUE_Experiment_sst2 install url in huggingface.co:

https://huggingface.co/gokuls/mobilebert_sa_GLUE_Experiment_sst2

Url of mobilebert_sa_GLUE_Experiment_sst2

mobilebert_sa_GLUE_Experiment_sst2 huggingface.co Url

Provider of mobilebert_sa_GLUE_Experiment_sst2 huggingface.co

gokuls
ORGANIZATIONS

Other API from gokuls

huggingface.co

Total runs: 43
Run Growth: -42
Growth Rate: -100.00%
Updated:September 25 2022
huggingface.co

Total runs: 26
Run Growth: 14
Growth Rate: 53.85%
Updated:March 02 2023
huggingface.co

Total runs: 25
Run Growth: 15
Growth Rate: 65.22%
Updated:March 02 2023
huggingface.co

Total runs: 24
Run Growth: 13
Growth Rate: 61.90%
Updated:March 02 2023
huggingface.co

Total runs: 22
Run Growth: -1
Growth Rate: -7.14%
Updated:March 02 2023
huggingface.co

Total runs: 21
Run Growth: 8
Growth Rate: 38.10%
Updated:March 03 2023
huggingface.co

Total runs: 20
Run Growth: 14
Growth Rate: 70.00%
Updated:March 02 2023
huggingface.co

Total runs: 20
Run Growth: 12
Growth Rate: 60.00%
Updated:June 13 2023