gokuls / add_BERT_no_pretrain_mrpc

huggingface.co
Total runs: 14
24-hour runs: -2
7-day runs: -4
30-day runs: 3
Model's Last Updated: June 14 2023
text-classification

Introduction of add_BERT_no_pretrain_mrpc

Model Details of add_BERT_no_pretrain_mrpc

add_BERT_no_pretrain_mrpc

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

  • Loss: 0.5912
  • Accuracy: 0.6961
  • F1: 0.7933
  • Combined Score: 0.7447
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: 4e-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 Accuracy F1 Combined Score
0.6854 1.0 29 0.6711 0.6838 0.8122 0.7480
0.6496 2.0 58 0.6802 0.6838 0.8122 0.7480
0.648 3.0 87 0.6246 0.6838 0.8122 0.7480
0.6363 4.0 116 0.6174 0.6838 0.8122 0.7480
0.6049 5.0 145 0.6176 0.6593 0.7459 0.7026
0.5491 6.0 174 0.6038 0.6814 0.7950 0.7382
0.5601 7.0 203 0.5912 0.6961 0.7933 0.7447
0.5505 8.0 232 0.6346 0.6716 0.7781 0.7249
0.5327 9.0 261 0.6283 0.6544 0.7531 0.7037
0.529 10.0 290 0.6341 0.6520 0.7568 0.7044
0.5337 11.0 319 0.6285 0.6618 0.7579 0.7098
0.5383 12.0 348 0.6322 0.6348 0.7286 0.6817
Framework versions
  • Transformers 4.30.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of gokuls add_BERT_no_pretrain_mrpc on huggingface.co

14
Total runs
-2
24-hour runs
-4
3-day runs
-4
7-day runs
3
30-day runs

More Information About add_BERT_no_pretrain_mrpc huggingface.co Model

add_BERT_no_pretrain_mrpc huggingface.co

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

add_BERT_no_pretrain_mrpc huggingface.co Url

https://huggingface.co/gokuls/add_BERT_no_pretrain_mrpc

gokuls add_BERT_no_pretrain_mrpc online free

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

gokuls add_BERT_no_pretrain_mrpc online free url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_no_pretrain_mrpc

add_BERT_no_pretrain_mrpc install

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

add_BERT_no_pretrain_mrpc install url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_no_pretrain_mrpc

Url of add_BERT_no_pretrain_mrpc

add_BERT_no_pretrain_mrpc huggingface.co Url

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