domenicrosati / ClinicalTrialBioBert

huggingface.co
Total runs: 40
24-hour runs: -1
7-day runs: 4
30-day runs: 25
Model's Last Updated: December 13 2022
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Introduction of ClinicalTrialBioBert

Model Details of ClinicalTrialBioBert

ClinicalTrialBioBERT

This model is a fine-tuned version of dmis-lab/biobert-v1.1 on Clinical Trial Texts Dataset .

Model description

A Clinical Trial Language Model.

Intended uses & limitations

Use when you need domain knowledge from the clinical trial domain.

Training and evaluation data

Trained on 500k steps of Clinical Trial Texts Dataset

Perplexity of BioBERT: Perplexity of ClinicalTrialBioBERT:

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 128
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 500000
  • mixed_precision_training: Native AMP
Training results

10k step training loss: 0.92 500k step training loss: 0.50

Framework versions
  • Transformers 4.20.1
  • Pytorch 1.11.0
  • Datasets 2.7.1
  • Tokenizers 0.12.1

Runs of domenicrosati ClinicalTrialBioBert on huggingface.co

40
Total runs
-1
24-hour runs
0
3-day runs
4
7-day runs
25
30-day runs

More Information About ClinicalTrialBioBert huggingface.co Model

ClinicalTrialBioBert huggingface.co

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

domenicrosati ClinicalTrialBioBert online free

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

domenicrosati ClinicalTrialBioBert online free url in huggingface.co:

https://huggingface.co/domenicrosati/ClinicalTrialBioBert

ClinicalTrialBioBert install

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

ClinicalTrialBioBert install url in huggingface.co:

https://huggingface.co/domenicrosati/ClinicalTrialBioBert

Url of ClinicalTrialBioBert

ClinicalTrialBioBert huggingface.co Url

Provider of ClinicalTrialBioBert huggingface.co

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