asparius / distilbert-combined-large

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: -8
Model's Last Updated: April 13 2023
text-classification

Introduction of distilbert-combined-large

Model Details of distilbert-combined-large

distilbert-combined-large

This model is a fine-tuned version of dbmdz/distilbert-base-turkish-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3131
  • Accuracy: 0.8811
  • F1: 0.8814
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.3116 1.0 3077 0.3040 0.8752 0.8731
0.2552 2.0 6154 0.3053 0.8776 0.8755
0.2101 3.0 9231 0.3131 0.8811 0.8814
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu102
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of asparius distilbert-combined-large on huggingface.co

8
Total runs
0
24-hour runs
1
3-day runs
0
7-day runs
-8
30-day runs

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https://huggingface.co/asparius/distilbert-combined-large

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https://huggingface.co/asparius/distilbert-combined-large

distilbert-combined-large install

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

distilbert-combined-large install url in huggingface.co:

https://huggingface.co/asparius/distilbert-combined-large

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Total runs: 34
Run Growth: -37
Growth Rate: -92.50%
Updated:September 23 2023