pritamdeka / PubMedBert-abstract-cord19-v2

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 5
30-day runs: -3
Model's Last Updated: October 26 2023
fill-mask

Introduction of PubMedBert-abstract-cord19-v2

Model Details of PubMedBert-abstract-cord19-v2

PubMedBert-abstract-cord19-v2

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext on the pritamdeka/cord-19-abstract dataset. It achieves the following results on the evaluation set:

  • Loss: 1.2371
  • Accuracy: 0.7247
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: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 10000
  • num_epochs: 4.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.27 0.53 5000 1.2425 0.7236
1.2634 1.06 10000 1.3123 0.7141
1.3041 1.59 15000 1.3583 0.7072
1.3829 2.12 20000 1.3590 0.7121
1.3069 2.65 25000 1.3506 0.7154
1.2921 3.18 30000 1.3448 0.7160
1.2731 3.7 35000 1.3375 0.7178
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.0

Runs of pritamdeka PubMedBert-abstract-cord19-v2 on huggingface.co

17
Total runs
0
24-hour runs
3
3-day runs
5
7-day runs
-3
30-day runs

More Information About PubMedBert-abstract-cord19-v2 huggingface.co Model

More PubMedBert-abstract-cord19-v2 license Visit here:

https://choosealicense.com/licenses/mit

PubMedBert-abstract-cord19-v2 huggingface.co

PubMedBert-abstract-cord19-v2 huggingface.co is an AI model on huggingface.co that provides PubMedBert-abstract-cord19-v2's model effect (), which can be used instantly with this pritamdeka PubMedBert-abstract-cord19-v2 model. huggingface.co supports a free trial of the PubMedBert-abstract-cord19-v2 model, and also provides paid use of the PubMedBert-abstract-cord19-v2. Support call PubMedBert-abstract-cord19-v2 model through api, including Node.js, Python, http.

PubMedBert-abstract-cord19-v2 huggingface.co Url

https://huggingface.co/pritamdeka/PubMedBert-abstract-cord19-v2

pritamdeka PubMedBert-abstract-cord19-v2 online free

PubMedBert-abstract-cord19-v2 huggingface.co is an online trial and call api platform, which integrates PubMedBert-abstract-cord19-v2's modeling effects, including api services, and provides a free online trial of PubMedBert-abstract-cord19-v2, you can try PubMedBert-abstract-cord19-v2 online for free by clicking the link below.

pritamdeka PubMedBert-abstract-cord19-v2 online free url in huggingface.co:

https://huggingface.co/pritamdeka/PubMedBert-abstract-cord19-v2

PubMedBert-abstract-cord19-v2 install

PubMedBert-abstract-cord19-v2 is an open source model from GitHub that offers a free installation service, and any user can find PubMedBert-abstract-cord19-v2 on GitHub to install. At the same time, huggingface.co provides the effect of PubMedBert-abstract-cord19-v2 install, users can directly use PubMedBert-abstract-cord19-v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

PubMedBert-abstract-cord19-v2 install url in huggingface.co:

https://huggingface.co/pritamdeka/PubMedBert-abstract-cord19-v2

Url of PubMedBert-abstract-cord19-v2

PubMedBert-abstract-cord19-v2 huggingface.co Url

Provider of PubMedBert-abstract-cord19-v2 huggingface.co

pritamdeka
ORGANIZATIONS

Other API from pritamdeka