emmabedna / langtok-bert

huggingface.co
Total runs: 2
24-hour runs: -1
7-day runs: -1
30-day runs: -1
Model's Last Updated: October 08 2025
token-classification

Introduction of langtok-bert

Model Details of langtok-bert

langtok-bert

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

  • Loss: 0.0141
  • Precision: 0.9355
  • Recall: 0.9334
  • F1: 0.9344
  • Accuracy: 0.9961
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 Precision Recall F1 Accuracy
0.1722 1.0 854 0.0163 0.9177 0.9035 0.9105 0.9949
0.0126 2.0 1708 0.0142 0.9298 0.9259 0.9279 0.9957
0.0071 3.0 2562 0.0141 0.9355 0.9334 0.9344 0.9961
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.7.1+cu126
  • Datasets 3.0.1
  • Tokenizers 0.19.1

Runs of emmabedna langtok-bert on huggingface.co

2
Total runs
-1
24-hour runs
-2
3-day runs
-1
7-day runs
-1
30-day runs

More Information About langtok-bert huggingface.co Model

More langtok-bert license Visit here:

https://choosealicense.com/licenses/apache-2.0

langtok-bert huggingface.co

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

emmabedna langtok-bert online free

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

emmabedna langtok-bert online free url in huggingface.co:

https://huggingface.co/emmabedna/langtok-bert

langtok-bert install

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

langtok-bert install url in huggingface.co:

https://huggingface.co/emmabedna/langtok-bert

Url of langtok-bert

langtok-bert huggingface.co Url

Provider of langtok-bert huggingface.co

emmabedna
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huggingface.co

Total runs: 3
Run Growth: 0
Growth Rate: 0.00%
Updated:January 25 2025