EMBO / SourceData_NER_v_2-0-2_BioLinkBERT_large

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Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: January 03 2024
token-classification

Introduction of SourceData_NER_v_2-0-2_BioLinkBERT_large

Model Details of SourceData_NER_v_2-0-2_BioLinkBERT_large

SourceData_NER_v_2-0-2_BioLinkBERT_large

This model is a fine-tuned version of michiyasunaga/BioLinkBERT-large on the source_data dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1254
  • Accuracy Score: 0.9620
  • Precision: 0.8448
  • Recall: 0.8674
  • F1: 0.8559
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: 128
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • optimizer: Adafactor
  • lr_scheduler_type: linear
  • num_epochs: 2.0
Training results
Training Loss Epoch Step Validation Loss Accuracy Score Precision Recall F1
0.102 1.0 942 0.1241 0.9604 0.8226 0.8730 0.8471
0.0698 2.0 1884 0.1254 0.9620 0.8448 0.8674 0.8559
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.11.0a0+bfe5ad2
  • Datasets 2.10.1
  • Tokenizers 0.12.1

Runs of EMBO SourceData_NER_v_2-0-2_BioLinkBERT_large on huggingface.co

8
Total runs
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3-day runs
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7-day runs
2
30-day runs

More Information About SourceData_NER_v_2-0-2_BioLinkBERT_large huggingface.co Model

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SourceData_NER_v_2-0-2_BioLinkBERT_large huggingface.co

SourceData_NER_v_2-0-2_BioLinkBERT_large huggingface.co is an AI model on huggingface.co that provides SourceData_NER_v_2-0-2_BioLinkBERT_large's model effect (), which can be used instantly with this EMBO SourceData_NER_v_2-0-2_BioLinkBERT_large model. huggingface.co supports a free trial of the SourceData_NER_v_2-0-2_BioLinkBERT_large model, and also provides paid use of the SourceData_NER_v_2-0-2_BioLinkBERT_large. Support call SourceData_NER_v_2-0-2_BioLinkBERT_large model through api, including Node.js, Python, http.

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EMBO SourceData_NER_v_2-0-2_BioLinkBERT_large online free

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SourceData_NER_v_2-0-2_BioLinkBERT_large install

SourceData_NER_v_2-0-2_BioLinkBERT_large is an open source model from GitHub that offers a free installation service, and any user can find SourceData_NER_v_2-0-2_BioLinkBERT_large on GitHub to install. At the same time, huggingface.co provides the effect of SourceData_NER_v_2-0-2_BioLinkBERT_large install, users can directly use SourceData_NER_v_2-0-2_BioLinkBERT_large installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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