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bert-base-cola

Cheng98 / bert-base-cola

Run on huggingface.co
huggingface.co
Total runs: 21
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: April 06 2024
text-classification

Introduction of bert-base-cola

Model Details of bert-base-cola

bert-base-cola

This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4842
  • Accuracy: 0.8351
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: 32
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 67 0.4154 0.8178
No log 2.0 134 0.4394 0.8236
No log 3.0 201 0.4842 0.8351
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu117
  • Datasets 2.18.0
  • Tokenizers 0.13.3

Runs of Cheng98 bert-base-cola on huggingface.co

21
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About bert-base-cola huggingface.co Model

More bert-base-cola license Visit here:

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

bert-base-cola huggingface.co

bert-base-cola huggingface.co is an AI model on huggingface.co that provides bert-base-cola's model effect (), which can be used instantly with this Cheng98 bert-base-cola model. huggingface.co supports a free trial of the bert-base-cola model, and also provides paid use of the bert-base-cola. Support call bert-base-cola model through api, including Node.js, Python, http.

bert-base-cola huggingface.co Url

https://huggingface.co/Cheng98/bert-base-cola

Cheng98 bert-base-cola online free

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

Cheng98 bert-base-cola online free url in huggingface.co:

https://huggingface.co/Cheng98/bert-base-cola

bert-base-cola install

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

bert-base-cola install url in huggingface.co:

https://huggingface.co/Cheng98/bert-base-cola

Url of bert-base-cola

bert-base-cola huggingface.co Url

Provider of bert-base-cola huggingface.co

Cheng98
ORGANIZATIONS
huggingface.co

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