asdc / timeml_event_detection

huggingface.co
Total runs: 15
24-hour runs: -1
7-day runs: -2
30-day runs: 4
Model's Last Updated: September 01 2022
token-classification

Introduction of timeml_event_detection

Model Details of timeml_event_detection

roberta-base-biomedical-clinical-es-finetuned-ner

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-biomedical-clinical-es on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1382
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: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 14
Training results
Training Loss Epoch Step Validation Loss
0.3315 1.0 12 0.3878
0.2419 2.0 24 0.2655
0.175 3.0 36 0.1888
0.1441 4.0 48 0.1808
0.1111 5.0 60 0.1544
0.1064 6.0 72 0.1506
0.0962 7.0 84 0.1396
0.1367 8.0 96 0.1403
0.0303 9.0 108 0.1415
0.0741 10.0 120 0.1355
0.0554 11.0 132 0.1355
0.0542 12.0 144 0.1360
0.0292 13.0 156 0.1369
0.0188 14.0 168 0.1382
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of asdc timeml_event_detection on huggingface.co

15
Total runs
-1
24-hour runs
-1
3-day runs
-2
7-day runs
4
30-day runs

More Information About timeml_event_detection huggingface.co Model

More timeml_event_detection license Visit here:

https://choosealicense.com/licenses/apache-2.0

timeml_event_detection huggingface.co

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

timeml_event_detection huggingface.co Url

https://huggingface.co/asdc/timeml_event_detection

asdc timeml_event_detection online free

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

asdc timeml_event_detection online free url in huggingface.co:

https://huggingface.co/asdc/timeml_event_detection

timeml_event_detection install

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

timeml_event_detection install url in huggingface.co:

https://huggingface.co/asdc/timeml_event_detection

Url of timeml_event_detection

timeml_event_detection huggingface.co Url

Provider of timeml_event_detection huggingface.co

asdc
ORGANIZATIONS

Other API from asdc

huggingface.co

Total runs: 15
Run Growth: 8
Growth Rate: 53.33%
Updated:June 29 2023