Abhi964 / Paraphrase_indicBERT_onfull_FT3

huggingface.co
Total runs: 20
24-hour runs: 8
7-day runs: 6
30-day runs: 7
Model's Last Updated: March 09 2025
text-classification

Introduction of Paraphrase_indicBERT_onfull_FT3

Model Details of Paraphrase_indicBERT_onfull_FT3

Paraphrase_indicBERT_onfull_FT3

This model is a fine-tuned version of ai4bharat/indic-bert on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0320
  • Accuracy: 0.789
  • F1: 0.7885
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: 1.4638638566821256e-05
  • train_batch_size: 32
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Use OptimizerNames.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: 14
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.5707 1.0 157 0.5842 0.6895 0.6630
0.4831 2.0 314 0.5444 0.7435 0.7420
0.4363 3.0 471 0.4700 0.775 0.7730
0.3548 4.0 628 0.4781 0.7765 0.7763
0.2468 5.0 785 0.5416 0.786 0.7858
0.2046 6.0 942 0.6293 0.7775 0.7768
0.127 7.0 1099 0.6558 0.7815 0.7802
0.1042 8.0 1256 0.9524 0.742 0.7381
0.0653 9.0 1413 1.0619 0.7485 0.7450
0.0253 10.0 1570 1.0320 0.789 0.7885
0.0405 11.0 1727 1.1028 0.7795 0.7794
0.0106 12.0 1884 1.1150 0.784 0.7840
0.0098 13.0 2041 1.1362 0.785 0.7850
0.0331 14.0 2198 1.1453 0.785 0.7850
Framework versions
  • Transformers 4.49.0
  • Pytorch 2.6.0+cu124
  • Datasets 3.3.2
  • Tokenizers 0.21.0

Runs of Abhi964 Paraphrase_indicBERT_onfull_FT3 on huggingface.co

20
Total runs
8
24-hour runs
9
3-day runs
6
7-day runs
7
30-day runs

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Paraphrase_indicBERT_onfull_FT3 install

Paraphrase_indicBERT_onfull_FT3 is an open source model from GitHub that offers a free installation service, and any user can find Paraphrase_indicBERT_onfull_FT3 on GitHub to install. At the same time, huggingface.co provides the effect of Paraphrase_indicBERT_onfull_FT3 install, users can directly use Paraphrase_indicBERT_onfull_FT3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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