gokulsrinivasagan / bert_base_lda_20_mnli

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 1
30-day runs: 0
Model's Last Updated: November 22 2024
text-classification

Introduction of bert_base_lda_20_mnli

Model Details of bert_base_lda_20_mnli

bert_base_lda_20_mnli

This model is a fine-tuned version of gokulsrinivasagan/bert_base_lda_20 on the GLUE MNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0962
  • Accuracy: 0.3522
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: 0.001
  • 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: 30
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.1011 1.0 1534 1.0993 0.3274
1.0986 2.0 3068 1.0962 0.3545
1.0986 3.0 4602 1.0989 0.3274
1.0984 4.0 6136 1.1016 0.3182
1.0985 5.0 7670 1.0989 0.3545
1.0987 6.0 9204 1.0989 0.3545
1.0985 7.0 10738 1.0968 0.3182
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_base_lda_20_mnli on huggingface.co

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

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bert_base_lda_20_mnli install

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