jayanta / bert-base-cased-sentweet-profane

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: July 21 2023
text-classification

Introduction of bert-base-cased-sentweet-profane

Model Details of bert-base-cased-sentweet-profane

bert-base-cased-sentweet-profane

This model is a fine-tuned version of bert-base-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4166
  • Accuracy: 0.8194
  • Precision: 0.8273
  • Recall: 0.8249
  • F1: 0.8194
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: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 81 0.4166 0.8194 0.8273 0.8249 0.8194
No log 2.0 162 0.4605 0.8021 0.8023 0.8038 0.8019
No log 3.0 243 0.4922 0.8021 0.8022 0.7994 0.8003
No log 4.0 324 0.5997 0.7882 0.7871 0.7874 0.7873
No log 5.0 405 0.8504 0.8056 0.8084 0.8090 0.8055
No log 6.0 486 0.9631 0.7951 0.7947 0.7929 0.7936
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.1+cu117
  • Datasets 2.6.1
  • Tokenizers 0.11.0

Runs of jayanta bert-base-cased-sentweet-profane on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
2
30-day runs

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bert-base-cased-sentweet-profane install

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

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