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distil-slovakbert-upos

crabz / distil-slovakbert-upos

Run on huggingface.co
huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -2
30-day runs: -12
Model's Last Updated: March 06 2022
token-classification

Introduction of distil-slovakbert-upos

Model Details of distil-slovakbert-upos

distil-slovakbert-upos

This model is a fine-tuned version of crabz/distil-slovakbert on the universal_dependencies sk_snk dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1207
  • Precision: 0.9771
  • Recall: 0.9785
  • F1: 0.9778
  • Accuracy: 0.9801
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: 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: 10.0
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 266 0.2168 0.9570 0.9554 0.9562 0.9610
0.3935 2.0 532 0.1416 0.9723 0.9736 0.9730 0.9740
0.3935 3.0 798 0.1236 0.9722 0.9735 0.9728 0.9747
0.0664 4.0 1064 0.1195 0.9722 0.9741 0.9732 0.9766
0.0664 5.0 1330 0.1160 0.9764 0.9772 0.9768 0.9789
0.0377 6.0 1596 0.1194 0.9763 0.9776 0.9770 0.9790
0.0377 7.0 1862 0.1188 0.9740 0.9755 0.9748 0.9777
0.024 8.0 2128 0.1188 0.9762 0.9777 0.9769 0.9793
0.024 9.0 2394 0.1207 0.9774 0.9789 0.9781 0.9802
0.0184 10.0 2660 0.1207 0.9771 0.9785 0.9778 0.9801
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0
  • Datasets 1.16.1
  • Tokenizers 0.11.0

Runs of crabz distil-slovakbert-upos on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
-12
30-day runs

More Information About distil-slovakbert-upos huggingface.co Model

distil-slovakbert-upos huggingface.co

distil-slovakbert-upos huggingface.co is an AI model on huggingface.co that provides distil-slovakbert-upos's model effect (), which can be used instantly with this crabz distil-slovakbert-upos model. huggingface.co supports a free trial of the distil-slovakbert-upos model, and also provides paid use of the distil-slovakbert-upos. Support call distil-slovakbert-upos model through api, including Node.js, Python, http.

distil-slovakbert-upos huggingface.co Url

https://huggingface.co/crabz/distil-slovakbert-upos

crabz distil-slovakbert-upos online free

distil-slovakbert-upos huggingface.co is an online trial and call api platform, which integrates distil-slovakbert-upos's modeling effects, including api services, and provides a free online trial of distil-slovakbert-upos, you can try distil-slovakbert-upos online for free by clicking the link below.

crabz distil-slovakbert-upos online free url in huggingface.co:

https://huggingface.co/crabz/distil-slovakbert-upos

distil-slovakbert-upos install

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

distil-slovakbert-upos install url in huggingface.co:

https://huggingface.co/crabz/distil-slovakbert-upos

Url of distil-slovakbert-upos

distil-slovakbert-upos huggingface.co Url

Provider of distil-slovakbert-upos huggingface.co

crabz
ORGANIZATIONS
huggingface.co

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