Sponsored by Agentkit
Toolify Toolify logo
AI Models
bert-base-cased-ner-conll2003

kamalkraj / bert-base-cased-ner-conll2003

Run on huggingface.co
huggingface.co
Total runs: 349
24-hour runs: 69
7-day runs: 82
30-day runs: 163
Model's Last Updated: December 09 2023
token-classification

Introduction of bert-base-cased-ner-conll2003

Model Details of bert-base-cased-ner-conll2003

bert-base-cased-ner-conll2003

This model is a fine-tuned version of bert-base-cased on the conll2003 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0355
  • Precision: 0.9438
  • Recall: 0.9525
  • F1: 0.9482
  • Accuracy: 0.9911
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
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3.0
  • mixed_precision_training: Native AMP
Training results
Framework versions
  • Transformers 4.19.0.dev0
  • Pytorch 1.11.0+cu102
  • Datasets 2.1.0
  • Tokenizers 0.12.1

Runs of kamalkraj bert-base-cased-ner-conll2003 on huggingface.co

349
Total runs
69
24-hour runs
63
3-day runs
82
7-day runs
163
30-day runs

More Information About bert-base-cased-ner-conll2003 huggingface.co Model

More bert-base-cased-ner-conll2003 license Visit here:

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

bert-base-cased-ner-conll2003 huggingface.co

bert-base-cased-ner-conll2003 huggingface.co is an AI model on huggingface.co that provides bert-base-cased-ner-conll2003's model effect (), which can be used instantly with this kamalkraj bert-base-cased-ner-conll2003 model. huggingface.co supports a free trial of the bert-base-cased-ner-conll2003 model, and also provides paid use of the bert-base-cased-ner-conll2003. Support call bert-base-cased-ner-conll2003 model through api, including Node.js, Python, http.

bert-base-cased-ner-conll2003 huggingface.co Url

https://huggingface.co/kamalkraj/bert-base-cased-ner-conll2003

kamalkraj bert-base-cased-ner-conll2003 online free

bert-base-cased-ner-conll2003 huggingface.co is an online trial and call api platform, which integrates bert-base-cased-ner-conll2003's modeling effects, including api services, and provides a free online trial of bert-base-cased-ner-conll2003, you can try bert-base-cased-ner-conll2003 online for free by clicking the link below.

kamalkraj bert-base-cased-ner-conll2003 online free url in huggingface.co:

https://huggingface.co/kamalkraj/bert-base-cased-ner-conll2003

bert-base-cased-ner-conll2003 install

bert-base-cased-ner-conll2003 is an open source model from GitHub that offers a free installation service, and any user can find bert-base-cased-ner-conll2003 on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-cased-ner-conll2003 install, users can directly use bert-base-cased-ner-conll2003 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert-base-cased-ner-conll2003 install url in huggingface.co:

https://huggingface.co/kamalkraj/bert-base-cased-ner-conll2003

Url of bert-base-cased-ner-conll2003

bert-base-cased-ner-conll2003 huggingface.co Url

Provider of bert-base-cased-ner-conll2003 huggingface.co

kamalkraj
ORGANIZATIONS
huggingface.co

Other API from kamalkraj

 huggingface.co
kamalkraj/tapas-base

Total runs: 5
Run Growth: 1
Growth Rate: 20.00%
Updated:September 08 2021
huggingface.co
kamalkraj/COCO-LM

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:February 01 2022