ArBert / roberta-base-finetuned-ner-kmeans

huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: -4
30-day runs: 24
Model's Last Updated: February 13 2022
token-classification

Introduction of roberta-base-finetuned-ner-kmeans

Model Details of roberta-base-finetuned-ner-kmeans

roberta-base-finetuned-ner-kmeans

This model is a fine-tuned version of ArBert/roberta-base-finetuned-ner on the conll2003 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0592
  • Precision: 0.9559
  • Recall: 0.9615
  • F1: 0.9587
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
0.0248 1.0 878 0.0609 0.9507 0.9561 0.9534
0.0163 2.0 1756 0.0640 0.9515 0.9578 0.9546
0.0089 3.0 2634 0.0592 0.9559 0.9615 0.9587
Framework versions
  • Transformers 4.16.2
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.0

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

25
Total runs
0
24-hour runs
-4
3-day runs
-4
7-day runs
24
30-day runs

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

More roberta-base-finetuned-ner-kmeans license Visit here:

https://choosealicense.com/licenses/mit

roberta-base-finetuned-ner-kmeans huggingface.co

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

roberta-base-finetuned-ner-kmeans huggingface.co Url

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

ArBert roberta-base-finetuned-ner-kmeans online free

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

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

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

roberta-base-finetuned-ner-kmeans install

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

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

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

Url of roberta-base-finetuned-ner-kmeans

roberta-base-finetuned-ner-kmeans huggingface.co Url

Provider of roberta-base-finetuned-ner-kmeans huggingface.co

ArBert
ORGANIZATIONS

Other API from ArBert