IIIT-L / hing-roberta-finetuned-code-mixed-DS

huggingface.co
Total runs: 22
24-hour runs: 0
7-day runs: -1
30-day runs: 12
Model's Last Updated: September 10 2022
text-classification

Introduction of hing-roberta-finetuned-code-mixed-DS

Model Details of hing-roberta-finetuned-code-mixed-DS

hing-roberta-finetuned-code-mixed-DS

This model is a fine-tuned version of l3cube-pune/hing-roberta on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8512
  • Accuracy: 0.7706
  • Precision: 0.7217
  • Recall: 0.7233
  • F1: 0.7222
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: 4.932923543227153e-05
  • train_batch_size: 8
  • eval_batch_size: 16
  • seed: 43
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
1.0216 1.0 497 1.1363 0.5392 0.4228 0.3512 0.2876
0.9085 2.0 994 0.7599 0.6761 0.6247 0.6294 0.5902
0.676 3.0 1491 0.7415 0.7505 0.6946 0.7034 0.6983
0.4404 4.0 1988 0.8512 0.7706 0.7217 0.7233 0.7222
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.10.1+cu111
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of IIIT-L hing-roberta-finetuned-code-mixed-DS on huggingface.co

22
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
12
30-day runs

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