gokuls / add_BERT_no_pretrain_cola

huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 2
30-day runs: 14
Model's Last Updated: June 14 2023
text-classification

Introduction of add_BERT_no_pretrain_cola

Model Details of add_BERT_no_pretrain_cola

add_BERT_no_pretrain_cola

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

  • Loss: 0.6181
  • Matthews Correlation: 0.0
  • Accuracy: 0.6913
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 Matthews Correlation Accuracy
0.6339 1.0 67 0.6182 0.0 0.6913
0.6177 2.0 134 0.6421 0.0 0.6913
0.6204 3.0 201 0.6295 0.0 0.6913
0.6182 4.0 268 0.6268 0.0 0.6913
0.6149 5.0 335 0.6181 0.0 0.6913
0.612 6.0 402 0.6189 0.0 0.6913
0.6132 7.0 469 0.6292 0.0 0.6913
0.6125 8.0 536 0.6185 0.0 0.6913
0.6108 9.0 603 0.6280 0.0 0.6913
0.6092 10.0 670 0.6310 0.0 0.6913
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_cola on huggingface.co

20
Total runs
0
24-hour runs
4
3-day runs
2
7-day runs
14
30-day runs

More Information About add_BERT_no_pretrain_cola huggingface.co Model

add_BERT_no_pretrain_cola huggingface.co

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

add_BERT_no_pretrain_cola huggingface.co Url

https://huggingface.co/gokuls/add_BERT_no_pretrain_cola

gokuls add_BERT_no_pretrain_cola online free

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

gokuls add_BERT_no_pretrain_cola online free url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_no_pretrain_cola

add_BERT_no_pretrain_cola install

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

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https://huggingface.co/gokuls/add_BERT_no_pretrain_cola

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