nickmuchi / facebook-data2vec-finetuned-finance-classification

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 4
30-day runs: -7
Model's Last Updated: Abril 27 2022
text-classification

Introduction of facebook-data2vec-finetuned-finance-classification

Model Details of facebook-data2vec-finetuned-finance-classification

fb-data2vec-finetuned-finance-classification

This model is a fine-tuned version of facebook/data2vec-text-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8993
  • Accuracy: 0.8557
  • F1: 0.8563
  • Precision: 0.8576
  • Recall: 0.8557
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 15
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
No log 1.0 285 0.6704 0.6680 0.6262 0.7919 0.6680
0.6626 2.0 570 0.4731 0.8360 0.8350 0.8346 0.8360
0.6626 3.0 855 0.4598 0.8458 0.8454 0.8452 0.8458
0.3666 4.0 1140 0.4758 0.8360 0.8352 0.8353 0.8360
0.3666 5.0 1425 0.5683 0.8340 0.8342 0.8353 0.8340
0.2316 6.0 1710 0.6234 0.8419 0.8421 0.8447 0.8419
0.2316 7.0 1995 0.7186 0.8379 0.8385 0.8395 0.8379
0.1523 8.0 2280 0.7268 0.8439 0.8442 0.8455 0.8439
0.0928 9.0 2565 0.7364 0.8439 0.8452 0.8494 0.8439
0.0928 10.0 2850 0.7975 0.8478 0.8476 0.8476 0.8478
0.054 11.0 3135 0.9019 0.8498 0.8509 0.8554 0.8498
0.054 12.0 3420 0.8779 0.8538 0.8548 0.8578 0.8538
0.036 13.0 3705 0.8914 0.8617 0.8626 0.8652 0.8617
0.036 14.0 3990 0.8976 0.8538 0.8547 0.8572 0.8538
0.0232 15.0 4275 0.8993 0.8557 0.8563 0.8576 0.8557
Framework versions
  • Transformers 4.18.0
  • Pytorch 1.11.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.12.1

Runs of nickmuchi facebook-data2vec-finetuned-finance-classification on huggingface.co

18
Total runs
0
24-hour runs
1
3-day runs
4
7-day runs
-7
30-day runs

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