Abhi964 / Paraphrase_indicBERT_onfull_FT1

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 7
30-day runs: 13
Model's Last Updated: March 08 2025
text-classification

Introduction of Paraphrase_indicBERT_onfull_FT1

Model Details of Paraphrase_indicBERT_onfull_FT1

Paraphrase_indicBERT_onfull_FT1

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: 0.4705
  • Accuracy: 0.788
  • F1: 0.7873
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: 3.492964437401573e-05
  • train_batch_size: 8
  • 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: 7
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.6519 1.0 625 0.6043 0.682 0.6765
0.5239 2.0 1250 0.7503 0.6875 0.6830
0.5193 3.0 1875 0.5210 0.764 0.7636
0.5727 4.0 2500 0.4705 0.788 0.7873
0.4156 5.0 3125 0.6685 0.786 0.7860
0.2547 6.0 3750 0.8505 0.7815 0.7810
0.2266 7.0 4375 1.0129 0.774 0.7736
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_FT1 on huggingface.co

19
Total runs
0
24-hour runs
8
3-day runs
7
7-day runs
13
30-day runs

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Paraphrase_indicBERT_onfull_FT1 install

Paraphrase_indicBERT_onfull_FT1 is an open source model from GitHub that offers a free installation service, and any user can find Paraphrase_indicBERT_onfull_FT1 on GitHub to install. At the same time, huggingface.co provides the effect of Paraphrase_indicBERT_onfull_FT1 install, users can directly use Paraphrase_indicBERT_onfull_FT1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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