Dinithi / AgitationTextV2

huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 1
30-day runs: 16
Model's Last Updated: September 04 2022
text-classification

Introduction of AgitationTextV2

Model Details of AgitationTextV2

AgitationTextV2

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: 0.6268
  • Accuracy: 0.73
  • Precision: 0.8036
  • Recall: 0.7377
  • F1: 0.7692
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
0.6535 1.0 50 0.6682 0.66 0.7547 0.6557 0.7018
0.5874 2.0 100 0.6695 0.66 0.7455 0.6721 0.7069
0.5373 3.0 150 0.6141 0.6 0.7838 0.4754 0.5918
0.4671 4.0 200 0.6017 0.71 0.7667 0.7541 0.7603
0.4111 5.0 250 0.5507 0.75 0.8333 0.7377 0.7826
0.3828 6.0 300 0.6090 0.7 0.7541 0.7541 0.7541
0.3034 7.0 350 0.6073 0.71 0.8333 0.6557 0.7339
0.2702 8.0 400 0.5790 0.71 0.8077 0.6885 0.7434
0.246 9.0 450 0.7061 0.71 0.7424 0.8033 0.7717
0.2229 10.0 500 0.6268 0.73 0.8036 0.7377 0.7692
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of Dinithi AgitationTextV2 on huggingface.co

20
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
16
30-day runs

More Information About AgitationTextV2 huggingface.co Model

More AgitationTextV2 license Visit here:

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

AgitationTextV2 huggingface.co

AgitationTextV2 huggingface.co is an AI model on huggingface.co that provides AgitationTextV2's model effect (), which can be used instantly with this Dinithi AgitationTextV2 model. huggingface.co supports a free trial of the AgitationTextV2 model, and also provides paid use of the AgitationTextV2. Support call AgitationTextV2 model through api, including Node.js, Python, http.

AgitationTextV2 huggingface.co Url

https://huggingface.co/Dinithi/AgitationTextV2

Dinithi AgitationTextV2 online free

AgitationTextV2 huggingface.co is an online trial and call api platform, which integrates AgitationTextV2's modeling effects, including api services, and provides a free online trial of AgitationTextV2, you can try AgitationTextV2 online for free by clicking the link below.

Dinithi AgitationTextV2 online free url in huggingface.co:

https://huggingface.co/Dinithi/AgitationTextV2

AgitationTextV2 install

AgitationTextV2 is an open source model from GitHub that offers a free installation service, and any user can find AgitationTextV2 on GitHub to install. At the same time, huggingface.co provides the effect of AgitationTextV2 install, users can directly use AgitationTextV2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

AgitationTextV2 install url in huggingface.co:

https://huggingface.co/Dinithi/AgitationTextV2

Url of AgitationTextV2

AgitationTextV2 huggingface.co Url

Provider of AgitationTextV2 huggingface.co

Dinithi
ORGANIZATIONS

Other API from Dinithi

huggingface.co

Total runs: 24
Run Growth: 14
Growth Rate: 58.33%
Updated:April 04 2023
huggingface.co

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

Total runs: 21
Run Growth: 7
Growth Rate: 33.33%
Updated:September 04 2022
huggingface.co

Total runs: 21
Run Growth: 14
Growth Rate: 66.67%
Updated:September 04 2022
huggingface.co

Total runs: 20
Run Growth: 14
Growth Rate: 70.00%
Updated:September 04 2022
huggingface.co

Total runs: 20
Run Growth: 16
Growth Rate: 80.00%
Updated:September 04 2022
huggingface.co

Total runs: 19
Run Growth: 14
Growth Rate: 73.68%
Updated:September 04 2022
huggingface.co

Total runs: 15
Run Growth: 11
Growth Rate: 73.33%
Updated:September 04 2022
huggingface.co

Total runs: 13
Run Growth: 7
Growth Rate: 53.85%
Updated:September 04 2022
huggingface.co

Total runs: 12
Run Growth: 4
Growth Rate: 33.33%
Updated:March 22 2023
huggingface.co

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

Total runs: 7
Run Growth: 1
Growth Rate: 14.29%
Updated:March 28 2023
huggingface.co

Total runs: 7
Run Growth: 3
Growth Rate: 42.86%
Updated:March 22 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