gokuls / sa_BERT_no_pretrain_cola

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 29 2023
text-classification

Introduction of sa_BERT_no_pretrain_cola

Model Details of sa_BERT_no_pretrain_cola

sa_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: 0.6180
  • 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: 0.0005
  • 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 Matthews Correlation Accuracy
0.8826 1.0 67 0.6624 0.0 0.6913
0.616 2.0 134 0.6358 0.0 0.6913
0.6134 3.0 201 0.6195 0.0 0.6913
0.6139 4.0 268 0.6285 0.0 0.6913
0.6117 5.0 335 0.6180 0.0 0.6913
0.6099 6.0 402 0.6183 0.0 0.6913
0.6113 7.0 469 0.6232 0.0 0.6913
0.6135 8.0 536 0.6182 0.0 0.6913
0.6094 9.0 603 0.6221 0.0 0.6913
0.6096 10.0 670 0.6310 0.0 0.6913
Framework versions
  • Transformers 4.29.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of gokuls sa_BERT_no_pretrain_cola on huggingface.co

18
Total runs
0
24-hour runs
1
3-day runs
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7-day runs
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30-day runs

More Information About sa_BERT_no_pretrain_cola huggingface.co Model

sa_BERT_no_pretrain_cola huggingface.co

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

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https://huggingface.co/gokuls/sa_BERT_no_pretrain_cola

gokuls sa_BERT_no_pretrain_cola online free

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

gokuls sa_BERT_no_pretrain_cola online free url in huggingface.co:

https://huggingface.co/gokuls/sa_BERT_no_pretrain_cola

sa_BERT_no_pretrain_cola install

sa_BERT_no_pretrain_cola is an open source model from GitHub that offers a free installation service, and any user can find sa_BERT_no_pretrain_cola on GitHub to install. At the same time, huggingface.co provides the effect of sa_BERT_no_pretrain_cola install, users can directly use sa_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/sa_BERT_no_pretrain_cola

Url of sa_BERT_no_pretrain_cola

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