gokulsrinivasagan / bert_tiny_lda_book_wnli

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 1
30-day runs: 0
Model's Last Updated: December 09 2024
text-classification

Introduction of bert_tiny_lda_book_wnli

Model Details of bert_tiny_lda_book_wnli

bert_tiny_lda_book_wnli

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

  • Loss: 0.6988
  • Accuracy: 0.5634
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: 256
  • eval_batch_size: 256
  • seed: 10
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7124 1.0 3 0.7027 0.4225
0.6969 2.0 6 0.6988 0.5634
0.6925 3.0 9 0.7098 0.3803
0.6919 4.0 12 0.7142 0.3803
0.6915 5.0 15 0.7138 0.3239
0.691 6.0 18 0.7197 0.3099
0.6885 7.0 21 0.7269 0.3099
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_tiny_lda_book_wnli on huggingface.co

6
Total runs
0
24-hour runs
2
3-day runs
1
7-day runs
0
30-day runs

More Information About bert_tiny_lda_book_wnli huggingface.co Model

bert_tiny_lda_book_wnli huggingface.co

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

gokulsrinivasagan bert_tiny_lda_book_wnli online free

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

gokulsrinivasagan bert_tiny_lda_book_wnli online free url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/bert_tiny_lda_book_wnli

bert_tiny_lda_book_wnli install

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

bert_tiny_lda_book_wnli install url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/bert_tiny_lda_book_wnli

Url of bert_tiny_lda_book_wnli

Provider of bert_tiny_lda_book_wnli huggingface.co

gokulsrinivasagan
ORGANIZATIONS

Other API from gokulsrinivasagan