jayanta / bert-base-cased-sentweet-hatespeech

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: -3
30-day runs: -3
Model's Last Updated: Julio 21 2023
text-classification

Introduction of bert-base-cased-sentweet-hatespeech

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

bert-base-cased-sentweet-hatespeech

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: 0.4203
  • Accuracy: 0.8299
  • Precision: 0.8430
  • Recall: 0.8353
  • F1: 0.8294
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 0.4203 0.8299 0.8430 0.8353 0.8294
No log 2.0 162 0.4448 0.7917 0.7921 0.7930 0.7916
No log 3.0 243 0.4748 0.7812 0.7806 0.7812 0.7808
No log 4.0 324 0.5806 0.7674 0.7674 0.7653 0.7659
No log 5.0 405 0.7538 0.7917 0.7922 0.7895 0.7902
No log 6.0 486 0.8612 0.7847 0.7852 0.7825 0.7832
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-hatespeech on huggingface.co

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

More Information About bert-base-cased-sentweet-hatespeech huggingface.co Model

More bert-base-cased-sentweet-hatespeech license Visit here:

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

bert-base-cased-sentweet-hatespeech huggingface.co

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

bert-base-cased-sentweet-hatespeech huggingface.co Url

https://huggingface.co/jayanta/bert-base-cased-sentweet-hatespeech

jayanta bert-base-cased-sentweet-hatespeech online free

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

jayanta bert-base-cased-sentweet-hatespeech online free url in huggingface.co:

https://huggingface.co/jayanta/bert-base-cased-sentweet-hatespeech

bert-base-cased-sentweet-hatespeech install

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

bert-base-cased-sentweet-hatespeech install url in huggingface.co:

https://huggingface.co/jayanta/bert-base-cased-sentweet-hatespeech

Url of bert-base-cased-sentweet-hatespeech

bert-base-cased-sentweet-hatespeech huggingface.co Url

Provider of bert-base-cased-sentweet-hatespeech huggingface.co

jayanta
ORGANIZATIONS

Other API from jayanta

huggingface.co

Total runs: 21
Run Growth: 11
Growth Rate: 52.38%
Updated:Julio 11 2023
huggingface.co

Total runs: 8
Run Growth: 2
Growth Rate: 25.00%
Updated:Mayo 24 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:Octubre 21 2022