Dinithi / CancerTextV2

huggingface.co
Total runs: 16
24-hour runs: 1
7-day runs: 1
30-day runs: 13
Model's Last Updated: September 04 2022
text-classification

Introduction of CancerTextV2

Model Details of CancerTextV2

CancerTextV2

This model is a fine-tuned version of bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5913
  • Accuracy: 0.8692
  • Precision: 0.8666
  • Recall: 0.8738
  • F1: 0.8701
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: 1e-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: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
0.4717 1.0 600 0.3318 0.8617 0.8562 0.8704 0.8633
0.3248 2.0 1200 0.3144 0.8658 0.8821 0.8455 0.8634
0.2653 3.0 1800 0.3519 0.8625 0.8507 0.8804 0.8653
0.2164 4.0 2400 0.4090 0.8658 0.9002 0.8239 0.8604
0.1884 5.0 3000 0.4413 0.8667 0.8850 0.8439 0.8639
0.1582 6.0 3600 0.4415 0.865 0.8971 0.8256 0.8599
0.1377 7.0 4200 0.5165 0.8708 0.8694 0.8738 0.8716
0.1192 8.0 4800 0.5699 0.8675 0.8826 0.8488 0.8654
0.1081 9.0 5400 0.5837 0.8692 0.8666 0.8738 0.8701
0.1018 10.0 6000 0.5913 0.8692 0.8666 0.8738 0.8701
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of Dinithi CancerTextV2 on huggingface.co

16
Total runs
1
24-hour runs
1
3-day runs
1
7-day runs
13
30-day runs

More Information About CancerTextV2 huggingface.co Model

More CancerTextV2 license Visit here:

https://choosealicense.com/licenses/cc0-1.0

CancerTextV2 huggingface.co

CancerTextV2 huggingface.co is an AI model on huggingface.co that provides CancerTextV2's model effect (), which can be used instantly with this Dinithi CancerTextV2 model. huggingface.co supports a free trial of the CancerTextV2 model, and also provides paid use of the CancerTextV2. Support call CancerTextV2 model through api, including Node.js, Python, http.

CancerTextV2 huggingface.co Url

https://huggingface.co/Dinithi/CancerTextV2

Dinithi CancerTextV2 online free

CancerTextV2 huggingface.co is an online trial and call api platform, which integrates CancerTextV2's modeling effects, including api services, and provides a free online trial of CancerTextV2, you can try CancerTextV2 online for free by clicking the link below.

Dinithi CancerTextV2 online free url in huggingface.co:

https://huggingface.co/Dinithi/CancerTextV2

CancerTextV2 install

CancerTextV2 is an open source model from GitHub that offers a free installation service, and any user can find CancerTextV2 on GitHub to install. At the same time, huggingface.co provides the effect of CancerTextV2 install, users can directly use CancerTextV2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

CancerTextV2 install url in huggingface.co:

https://huggingface.co/Dinithi/CancerTextV2

Url of CancerTextV2

CancerTextV2 huggingface.co Url

Provider of CancerTextV2 huggingface.co

Dinithi
ORGANIZATIONS

Other API from Dinithi

huggingface.co

Total runs: 29
Run Growth: 18
Growth Rate: 62.07%
Updated:April 04 2023
huggingface.co

Total runs: 23
Run Growth: -3
Growth Rate: -13.04%
Updated:September 04 2022
huggingface.co

Total runs: 23
Run Growth: 18
Growth Rate: 78.26%
Updated:September 04 2022
huggingface.co

Total runs: 22
Run Growth: 0
Growth Rate: 0.00%
Updated:March 17 2023
huggingface.co

Total runs: 22
Run Growth: 17
Growth Rate: 77.27%
Updated:September 04 2022
huggingface.co

Total runs: 21
Run Growth: 17
Growth Rate: 80.95%
Updated:September 04 2022
huggingface.co

Total runs: 20
Run Growth: 15
Growth Rate: 75.00%
Updated:September 04 2022
huggingface.co

Total runs: 14
Run Growth: 10
Growth Rate: 71.43%
Updated:September 04 2022
huggingface.co

Total runs: 10
Run Growth: -1
Growth Rate: -10.00%
Updated:March 22 2023
huggingface.co

Total runs: 8
Run Growth: 4
Growth Rate: 50.00%
Updated:March 17 2023
huggingface.co

Total runs: 8
Run Growth: 3
Growth Rate: 37.50%
Updated:March 22 2023
huggingface.co

Total runs: 8
Run Growth: 2
Growth Rate: 25.00%
Updated:March 28 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:September 03 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:September 05 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:May 31 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:March 22 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 19 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 19 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:June 08 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:September 05 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 18 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 19 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 18 2022