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knowledge-graph-nlp

vishnun / knowledge-graph-nlp

Run on huggingface.co
huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 1
30-day runs: 11
Model's Last Updated: February 28 2024
token-classification

Introduction of knowledge-graph-nlp

Model Details of knowledge-graph-nlp

knowledge-graph-nlp

This model is a fine-tuned version of distilbert-base-uncased on the vishnun/NLP-KnowledgeGraph dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1830
  • Precision: 0.8988
  • Recall: 0.8715
  • F1: 0.8849
  • Accuracy: 0.9453
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: 4
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.2908 1.0 2316 0.2461 0.8455 0.8023 0.8234 0.9167
0.1973 2.0 4632 0.2000 0.8745 0.8446 0.8593 0.9341
0.1593 3.0 6948 0.1863 0.8973 0.8632 0.8799 0.9427
0.1336 4.0 9264 0.1830 0.8988 0.8715 0.8849 0.9453
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.17.1
  • Tokenizers 0.15.2

Runs of vishnun knowledge-graph-nlp on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
11
30-day runs

More Information About knowledge-graph-nlp huggingface.co Model

More knowledge-graph-nlp license Visit here:

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

knowledge-graph-nlp huggingface.co

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

knowledge-graph-nlp huggingface.co Url

https://huggingface.co/vishnun/knowledge-graph-nlp

vishnun knowledge-graph-nlp online free

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

vishnun knowledge-graph-nlp online free url in huggingface.co:

https://huggingface.co/vishnun/knowledge-graph-nlp

knowledge-graph-nlp install

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

knowledge-graph-nlp install url in huggingface.co:

https://huggingface.co/vishnun/knowledge-graph-nlp

Url of knowledge-graph-nlp

knowledge-graph-nlp huggingface.co Url

Provider of knowledge-graph-nlp huggingface.co

vishnun
ORGANIZATIONS
huggingface.co

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