scales-okn / ontology-answer-test

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Total runs: 0
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Model's Last Updated: June 11 2024
text-classification

Introduction of ontology-answer-test

Model Details of ontology-answer-test

ontology-answer-test

This model is a fine-tuned version of scales-okn/docket-language-model on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0009
  • Accuracy: 1.0
  • F1: 1.0
  • Precision: 1.0
  • Recall: 1.0
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: 3e-05
  • train_batch_size: 8
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.06
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
0.0233 1.2903 100 0.0434 0.9862 0.9720 0.9630 0.9811
0.0007 2.5806 200 0.0072 0.9954 0.9905 1.0 0.9811
0.0003 3.8710 300 0.0009 1.0 1.0 1.0 1.0
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.1.2+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1

Runs of scales-okn ontology-answer-test on huggingface.co

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ontology-answer-test huggingface.co

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

ontology-answer-test huggingface.co Url

https://huggingface.co/scales-okn/ontology-answer-test

scales-okn ontology-answer-test online free

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

scales-okn ontology-answer-test online free url in huggingface.co:

https://huggingface.co/scales-okn/ontology-answer-test

ontology-answer-test install

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

ontology-answer-test install url in huggingface.co:

https://huggingface.co/scales-okn/ontology-answer-test

Url of ontology-answer-test

ontology-answer-test huggingface.co Url

Provider of ontology-answer-test huggingface.co

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