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bert-finetuned-ner_offres

bileldh / bert-finetuned-ner_offres

Run on huggingface.co
huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -1
30-day runs: -4
Model's Last Updated: January 08 2023
token-classification

Introduction of bert-finetuned-ner_offres

Model Details of bert-finetuned-ner_offres

bert-finetuned-ner_offres

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: 0.3309
  • Precision: 0.2123
  • Recall: 0.1950
  • F1: 0.2033
  • Accuracy: 0.9178
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: 8
  • eval_batch_size: 8
  • 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
No log 1.0 100 0.3799 0.1043 0.0755 0.0876 0.9133
No log 2.0 200 0.3364 0.1608 0.1447 0.1523 0.9177
No log 3.0 300 0.3309 0.2123 0.1950 0.2033 0.9178
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.0
  • Tokenizers 0.13.2

Runs of bileldh bert-finetuned-ner_offres on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-4
30-day runs

More Information About bert-finetuned-ner_offres huggingface.co Model

More bert-finetuned-ner_offres license Visit here:

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

bert-finetuned-ner_offres huggingface.co

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

bert-finetuned-ner_offres huggingface.co Url

https://huggingface.co/bileldh/bert-finetuned-ner_offres

bileldh bert-finetuned-ner_offres online free

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

bileldh bert-finetuned-ner_offres online free url in huggingface.co:

https://huggingface.co/bileldh/bert-finetuned-ner_offres

bert-finetuned-ner_offres install

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

bert-finetuned-ner_offres install url in huggingface.co:

https://huggingface.co/bileldh/bert-finetuned-ner_offres

Url of bert-finetuned-ner_offres

bert-finetuned-ner_offres huggingface.co Url

Provider of bert-finetuned-ner_offres huggingface.co

bileldh
ORGANIZATIONS
huggingface.co

Other API from bileldh