fathyshalab / all-roberta-large-v1-banking-5-16-5

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -5
30-day runs: -9
Model's Last Updated: December 01 2022
text-classification

Introduction of all-roberta-large-v1-banking-5-16-5

Model Details of all-roberta-large-v1-banking-5-16-5

all-roberta-large-v1-banking-5-16-5

This model is a fine-tuned version of sentence-transformers/all-roberta-large-v1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.2920
  • Accuracy: 0.3982
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: 5e-05
  • train_batch_size: 48
  • eval_batch_size: 48
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
2.7211 1.0 1 2.5748 0.2301
2.2722 2.0 2 2.4566 0.3009
1.9185 3.0 3 2.3596 0.3805
1.667 4.0 4 2.2920 0.3982
1.4704 5.0 5 2.2565 0.3982
Framework versions
  • Transformers 4.20.0
  • Pytorch 1.11.0+cu102
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of fathyshalab all-roberta-large-v1-banking-5-16-5 on huggingface.co

4
Total runs
0
24-hour runs
-1
3-day runs
-5
7-day runs
-9
30-day runs

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https://huggingface.co/fathyshalab/all-roberta-large-v1-banking-5-16-5

all-roberta-large-v1-banking-5-16-5 install

all-roberta-large-v1-banking-5-16-5 is an open source model from GitHub that offers a free installation service, and any user can find all-roberta-large-v1-banking-5-16-5 on GitHub to install. At the same time, huggingface.co provides the effect of all-roberta-large-v1-banking-5-16-5 install, users can directly use all-roberta-large-v1-banking-5-16-5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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fathyshalab
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Total runs: 9
Run Growth: 0
Growth Rate: 0.00%
Updated:August 25 2023