Falah / test-ner

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 1
30-day runs: 2
Model's Last Updated: June 16 2023
token-classification

Introduction of test-ner

Model Details of test-ner

test-ner

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0585
  • Precision: 0.8389
  • Recall: 0.8739
  • F1: 0.8560
  • Accuracy: 0.9857
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: 0.0001
  • 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
No log 1.0 229 0.0617 0.7850 0.8498 0.8161 0.9813
No log 2.0 458 0.0542 0.8191 0.8693 0.8435 0.9839
0.0618 3.0 687 0.0585 0.8389 0.8739 0.8560 0.9857
Framework versions
  • Transformers 4.27.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.9.0
  • Tokenizers 0.13.3

Runs of Falah test-ner on huggingface.co

3
Total runs
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24-hour runs
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3-day runs
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More Information About test-ner huggingface.co Model

More test-ner license Visit here:

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

test-ner huggingface.co

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

test-ner huggingface.co Url

https://huggingface.co/Falah/test-ner

Falah test-ner online free

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

Falah test-ner online free url in huggingface.co:

https://huggingface.co/Falah/test-ner

test-ner install

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

test-ner install url in huggingface.co:

https://huggingface.co/Falah/test-ner

Url of test-ner

test-ner huggingface.co Url

Provider of test-ner huggingface.co

Falah
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