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SourceData_RolesMulti_v1_0_0_PubMedBERT_base

EMBO / SourceData_RolesMulti_v1_0_0_PubMedBERT_base

Run on huggingface.co
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Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: September 16 2025
token-classification

Introduction of SourceData_RolesMulti_v1_0_0_PubMedBERT_base

Model Details of SourceData_RolesMulti_v1_0_0_PubMedBERT_base

SourceData_RolesMulti_v1_0_0_PubMedBERT_base

This model is a fine-tuned version of microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract on the source_data dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0083
  • Accuracy Score: 0.9978
  • Precision: 0.9495
  • Recall: 0.9608
  • F1: 0.9551
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: 64
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Use adafactor and the args are: No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 1.0
Training results
Training Loss Epoch Step Validation Loss Accuracy Score Precision Recall F1
0.0052 1.0 864 0.0083 0.9978 0.9495 0.9608 0.9551
Framework versions
  • Transformers 4.46.3
  • Pytorch 1.13.1+cu117
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of EMBO SourceData_RolesMulti_v1_0_0_PubMedBERT_base on huggingface.co

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

More Information About SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co Model

More SourceData_RolesMulti_v1_0_0_PubMedBERT_base license Visit here:

https://choosealicense.com/licenses/mit

SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co

SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co is an AI model on huggingface.co that provides SourceData_RolesMulti_v1_0_0_PubMedBERT_base's model effect (), which can be used instantly with this EMBO SourceData_RolesMulti_v1_0_0_PubMedBERT_base model. huggingface.co supports a free trial of the SourceData_RolesMulti_v1_0_0_PubMedBERT_base model, and also provides paid use of the SourceData_RolesMulti_v1_0_0_PubMedBERT_base. Support call SourceData_RolesMulti_v1_0_0_PubMedBERT_base model through api, including Node.js, Python, http.

SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co Url

https://huggingface.co/EMBO/SourceData_RolesMulti_v1_0_0_PubMedBERT_base

EMBO SourceData_RolesMulti_v1_0_0_PubMedBERT_base online free

SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co is an online trial and call api platform, which integrates SourceData_RolesMulti_v1_0_0_PubMedBERT_base's modeling effects, including api services, and provides a free online trial of SourceData_RolesMulti_v1_0_0_PubMedBERT_base, you can try SourceData_RolesMulti_v1_0_0_PubMedBERT_base online for free by clicking the link below.

EMBO SourceData_RolesMulti_v1_0_0_PubMedBERT_base online free url in huggingface.co:

https://huggingface.co/EMBO/SourceData_RolesMulti_v1_0_0_PubMedBERT_base

SourceData_RolesMulti_v1_0_0_PubMedBERT_base install

SourceData_RolesMulti_v1_0_0_PubMedBERT_base is an open source model from GitHub that offers a free installation service, and any user can find SourceData_RolesMulti_v1_0_0_PubMedBERT_base on GitHub to install. At the same time, huggingface.co provides the effect of SourceData_RolesMulti_v1_0_0_PubMedBERT_base install, users can directly use SourceData_RolesMulti_v1_0_0_PubMedBERT_base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SourceData_RolesMulti_v1_0_0_PubMedBERT_base install url in huggingface.co:

https://huggingface.co/EMBO/SourceData_RolesMulti_v1_0_0_PubMedBERT_base

Url of SourceData_RolesMulti_v1_0_0_PubMedBERT_base

SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co Url

Provider of SourceData_RolesMulti_v1_0_0_PubMedBERT_base huggingface.co

EMBO
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