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biobert-finetuned-ner

siddharthtumre / biobert-finetuned-ner

Run on huggingface.co
huggingface.co
Total runs: 43.2K
24-hour runs: 10.0K
7-day runs: 31.1K
30-day runs: 8.7K
Model's Last Updated: August 23 2022
token-classification

Introduction of biobert-finetuned-ner

Model Details of biobert-finetuned-ner

biobert-finetuned-ner

This model is a fine-tuned version of dmis-lab/biobert-base-cased-v1.2 on the jnlpba dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5113
  • Precision: 0.6551
  • Recall: 0.7646
  • F1: 0.7056
  • Accuracy: 0.9108
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: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1815 1.0 2319 0.2706 0.6538 0.7704 0.7073 0.9160
0.1226 2.0 4638 0.3230 0.6524 0.7675 0.7053 0.9118
0.0813 3.0 6957 0.3974 0.6483 0.7611 0.7002 0.9101
0.0521 4.0 9276 0.4529 0.6575 0.7652 0.7073 0.9121
0.0356 5.0 11595 0.5113 0.6551 0.7646 0.7056 0.9108
Framework versions
  • Transformers 4.21.1
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of siddharthtumre biobert-finetuned-ner on huggingface.co

43.2K
Total runs
10.0K
24-hour runs
28.0K
3-day runs
31.1K
7-day runs
8.7K
30-day runs

More Information About biobert-finetuned-ner huggingface.co Model

biobert-finetuned-ner huggingface.co

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

biobert-finetuned-ner huggingface.co Url

https://huggingface.co/siddharthtumre/biobert-finetuned-ner

siddharthtumre biobert-finetuned-ner online free

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

siddharthtumre biobert-finetuned-ner online free url in huggingface.co:

https://huggingface.co/siddharthtumre/biobert-finetuned-ner

biobert-finetuned-ner install

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

biobert-finetuned-ner install url in huggingface.co:

https://huggingface.co/siddharthtumre/biobert-finetuned-ner

Url of biobert-finetuned-ner

biobert-finetuned-ner huggingface.co Url

Provider of biobert-finetuned-ner huggingface.co

siddharthtumre
ORGANIZATIONS
huggingface.co

Other API from siddharthtumre