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SourceData_NER_v1_0_0_BioLinkBERT_large

EMBO / SourceData_NER_v1_0_0_BioLinkBERT_large

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 0
30-day runs: -5
Model's Last Updated: Septiembre 13 2025
token-classification

Introduction of SourceData_NER_v1_0_0_BioLinkBERT_large

Model Details of SourceData_NER_v1_0_0_BioLinkBERT_large

SourceData_NER_v1_0_0_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: 0.1324
  • Accuracy Score: 0.9585
  • Precision: 0.8224
  • Recall: 0.8583
  • F1: 0.8400
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: 16
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Use adafactor and the args are: No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 2.0
Training results
Training Loss Epoch Step Validation Loss Accuracy Score Precision Recall F1
0.1047 0.9994 863 0.1295 0.9563 0.8179 0.8437 0.8306
0.0747 1.9988 1726 0.1324 0.9585 0.8224 0.8583 0.8400
Framework versions
  • Transformers 4.46.3
  • Pytorch 1.13.1+cu117
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of EMBO SourceData_NER_v1_0_0_BioLinkBERT_large on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-5
30-day runs

More Information About SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co Model

More SourceData_NER_v1_0_0_BioLinkBERT_large license Visit here:

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

SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co

SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co is an AI model on huggingface.co that provides SourceData_NER_v1_0_0_BioLinkBERT_large's model effect (), which can be used instantly with this EMBO SourceData_NER_v1_0_0_BioLinkBERT_large model. huggingface.co supports a free trial of the SourceData_NER_v1_0_0_BioLinkBERT_large model, and also provides paid use of the SourceData_NER_v1_0_0_BioLinkBERT_large. Support call SourceData_NER_v1_0_0_BioLinkBERT_large model through api, including Node.js, Python, http.

SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co Url

https://huggingface.co/EMBO/SourceData_NER_v1_0_0_BioLinkBERT_large

EMBO SourceData_NER_v1_0_0_BioLinkBERT_large online free

SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co is an online trial and call api platform, which integrates SourceData_NER_v1_0_0_BioLinkBERT_large's modeling effects, including api services, and provides a free online trial of SourceData_NER_v1_0_0_BioLinkBERT_large, you can try SourceData_NER_v1_0_0_BioLinkBERT_large online for free by clicking the link below.

EMBO SourceData_NER_v1_0_0_BioLinkBERT_large online free url in huggingface.co:

https://huggingface.co/EMBO/SourceData_NER_v1_0_0_BioLinkBERT_large

SourceData_NER_v1_0_0_BioLinkBERT_large install

SourceData_NER_v1_0_0_BioLinkBERT_large is an open source model from GitHub that offers a free installation service, and any user can find SourceData_NER_v1_0_0_BioLinkBERT_large on GitHub to install. At the same time, huggingface.co provides the effect of SourceData_NER_v1_0_0_BioLinkBERT_large install, users can directly use SourceData_NER_v1_0_0_BioLinkBERT_large installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SourceData_NER_v1_0_0_BioLinkBERT_large install url in huggingface.co:

https://huggingface.co/EMBO/SourceData_NER_v1_0_0_BioLinkBERT_large

Url of SourceData_NER_v1_0_0_BioLinkBERT_large

SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co Url

Provider of SourceData_NER_v1_0_0_BioLinkBERT_large huggingface.co

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