gokuls / hBERTv2_data_aug_mrpc

huggingface.co
Total runs: 22
24-hour runs: 0
7-day runs: 3
30-day runs: 13
Model's Last Updated: March 02 2023
text-classification

Introduction of hBERTv2_data_aug_mrpc

Model Details of hBERTv2_data_aug_mrpc

hBERTv2_data_aug_mrpc

This model is a fine-tuned version of gokuls/bert_12_layer_model_v2 on the GLUE MRPC dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6240
  • Accuracy: 0.6838
  • F1: 0.8122
  • Combined Score: 0.7480
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: 256
  • eval_batch_size: 256
  • 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
0.6319 1.0 980 0.6245 0.6838 0.8122 0.7480
0.6305 2.0 1960 0.6240 0.6838 0.8122 0.7480
0.6303 3.0 2940 0.6259 0.6838 0.8122 0.7480
0.6302 4.0 3920 0.6252 0.6838 0.8122 0.7480
0.6302 5.0 4900 0.6241 0.6838 0.8122 0.7480
0.6302 6.0 5880 0.6241 0.6838 0.8122 0.7480
0.6301 7.0 6860 0.6242 0.6838 0.8122 0.7480
Framework versions
  • Transformers 4.26.1
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.10.1
  • Tokenizers 0.13.2

Runs of gokuls hBERTv2_data_aug_mrpc on huggingface.co

22
Total runs
0
24-hour runs
1
3-day runs
3
7-day runs
13
30-day runs

More Information About hBERTv2_data_aug_mrpc huggingface.co Model

hBERTv2_data_aug_mrpc huggingface.co

hBERTv2_data_aug_mrpc huggingface.co is an AI model on huggingface.co that provides hBERTv2_data_aug_mrpc's model effect (), which can be used instantly with this gokuls hBERTv2_data_aug_mrpc model. huggingface.co supports a free trial of the hBERTv2_data_aug_mrpc model, and also provides paid use of the hBERTv2_data_aug_mrpc. Support call hBERTv2_data_aug_mrpc model through api, including Node.js, Python, http.

hBERTv2_data_aug_mrpc huggingface.co Url

https://huggingface.co/gokuls/hBERTv2_data_aug_mrpc

gokuls hBERTv2_data_aug_mrpc online free

hBERTv2_data_aug_mrpc huggingface.co is an online trial and call api platform, which integrates hBERTv2_data_aug_mrpc's modeling effects, including api services, and provides a free online trial of hBERTv2_data_aug_mrpc, you can try hBERTv2_data_aug_mrpc online for free by clicking the link below.

gokuls hBERTv2_data_aug_mrpc online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv2_data_aug_mrpc

hBERTv2_data_aug_mrpc install

hBERTv2_data_aug_mrpc is an open source model from GitHub that offers a free installation service, and any user can find hBERTv2_data_aug_mrpc on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv2_data_aug_mrpc install, users can directly use hBERTv2_data_aug_mrpc installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv2_data_aug_mrpc install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv2_data_aug_mrpc

Url of hBERTv2_data_aug_mrpc

hBERTv2_data_aug_mrpc huggingface.co Url

Provider of hBERTv2_data_aug_mrpc huggingface.co

gokuls
ORGANIZATIONS

Other API from gokuls

huggingface.co

Total runs: 9.7K
Run Growth: 9.6K
Growth Rate: 98.87%
Updated:September 25 2022
huggingface.co

Total runs: 28
Run Growth: 18
Growth Rate: 64.29%
Updated:March 02 2023
huggingface.co

Total runs: 27
Run Growth: 14
Growth Rate: 51.85%
Updated:March 02 2023
huggingface.co

Total runs: 24
Run Growth: 8
Growth Rate: 33.33%
Updated:March 02 2023
huggingface.co

Total runs: 22
Run Growth: 7
Growth Rate: 31.82%
Updated:March 02 2023