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bert-base-uncased-finetuned-ner-kmeans

ArBert / bert-base-uncased-finetuned-ner-kmeans

Run on huggingface.co
huggingface.co
Total runs: 30
24-hour runs: 0
7-day runs: -18
30-day runs: 11
Model's Last Updated: February 12 2022
token-classification

Introduction of bert-base-uncased-finetuned-ner-kmeans

Model Details of bert-base-uncased-finetuned-ner-kmeans

bert-base-uncased-finetuned-ner-kmeans

This model is a fine-tuned version of ArBert/bert-base-uncased-finetuned-ner on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1169
  • Precision: 0.9084
  • Recall: 0.9245
  • F1: 0.9164
  • Accuracy: 0.9792
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: 3
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.036 1.0 1123 0.1010 0.9086 0.9117 0.9101 0.9779
0.0214 2.0 2246 0.1094 0.9033 0.9199 0.9115 0.9784
0.014 3.0 3369 0.1169 0.9084 0.9245 0.9164 0.9792
Framework versions
  • Transformers 4.16.2
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.0

Runs of ArBert bert-base-uncased-finetuned-ner-kmeans on huggingface.co

30
Total runs
0
24-hour runs
-14
3-day runs
-18
7-day runs
11
30-day runs

More Information About bert-base-uncased-finetuned-ner-kmeans huggingface.co Model

More bert-base-uncased-finetuned-ner-kmeans license Visit here:

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

bert-base-uncased-finetuned-ner-kmeans huggingface.co

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

bert-base-uncased-finetuned-ner-kmeans huggingface.co Url

https://huggingface.co/ArBert/bert-base-uncased-finetuned-ner-kmeans

ArBert bert-base-uncased-finetuned-ner-kmeans online free

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

ArBert bert-base-uncased-finetuned-ner-kmeans online free url in huggingface.co:

https://huggingface.co/ArBert/bert-base-uncased-finetuned-ner-kmeans

bert-base-uncased-finetuned-ner-kmeans install

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

bert-base-uncased-finetuned-ner-kmeans install url in huggingface.co:

https://huggingface.co/ArBert/bert-base-uncased-finetuned-ner-kmeans

Url of bert-base-uncased-finetuned-ner-kmeans

bert-base-uncased-finetuned-ner-kmeans huggingface.co Url

Provider of bert-base-uncased-finetuned-ner-kmeans huggingface.co

ArBert
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huggingface.co

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