dmargutierrez / distilbert-base-uncased-mapa-ner-coarse_grained-v2

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -6
Model's Last Updated: March 13 2023
token-classification

Introduction of distilbert-base-uncased-mapa-ner-coarse_grained-v2

Model Details of distilbert-base-uncased-mapa-ner-coarse_grained-v2

distilbert-base-uncased-mapa-ner-coarse_grained-v2

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1627
  • Precision: 0.7898
  • Recall: 0.4843
  • F1: 0.6004
  • Accuracy: 0.9857
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: 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: 20
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.0354 1.0 1739 0.0834 0.7023 0.4612 0.5568 0.9840
0.0255 2.0 3478 0.1034 0.8172 0.4355 0.5682 0.9852
0.0168 3.0 5217 0.0969 0.7714 0.4588 0.5754 0.9848
0.0132 4.0 6956 0.1042 0.7477 0.4838 0.5875 0.9852
0.0112 5.0 8695 0.1109 0.7421 0.4863 0.5876 0.9849
0.0085 6.0 10434 0.1076 0.7194 0.4951 0.5865 0.9850
0.0067 7.0 12173 0.1343 0.7828 0.4587 0.5784 0.9849
0.0047 8.0 13912 0.1252 0.7425 0.4840 0.5860 0.9853
0.0045 9.0 15651 0.1410 0.7943 0.4615 0.5838 0.9852
0.0035 10.0 17390 0.1311 0.7624 0.4929 0.5987 0.9857
0.003 11.0 19129 0.1494 0.8059 0.4691 0.5930 0.9855
0.0025 12.0 20868 0.1436 0.7674 0.4852 0.5945 0.9856
0.002 13.0 22607 0.1513 0.7778 0.4741 0.5891 0.9852
0.0014 14.0 24346 0.1577 0.7986 0.4726 0.5938 0.9855
0.0016 15.0 26085 0.1573 0.7802 0.4766 0.5917 0.9855
0.0011 16.0 27824 0.1599 0.7917 0.4723 0.5916 0.9856
0.0012 17.0 29563 0.1601 0.7848 0.4867 0.6008 0.9857
0.001 18.0 31302 0.1572 0.7614 0.4939 0.5991 0.9856
0.0011 19.0 33041 0.1602 0.7858 0.4870 0.6013 0.9857
0.0009 20.0 34780 0.1627 0.7898 0.4843 0.6004 0.9857
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu117
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of dmargutierrez distilbert-base-uncased-mapa-ner-coarse_grained-v2 on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-6
30-day runs

More Information About distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co Model

More distilbert-base-uncased-mapa-ner-coarse_grained-v2 license Visit here:

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

distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co

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

distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co Url

https://huggingface.co/dmargutierrez/distilbert-base-uncased-mapa-ner-coarse_grained-v2

dmargutierrez distilbert-base-uncased-mapa-ner-coarse_grained-v2 online free

distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co is an online trial and call api platform, which integrates distilbert-base-uncased-mapa-ner-coarse_grained-v2's modeling effects, including api services, and provides a free online trial of distilbert-base-uncased-mapa-ner-coarse_grained-v2, you can try distilbert-base-uncased-mapa-ner-coarse_grained-v2 online for free by clicking the link below.

dmargutierrez distilbert-base-uncased-mapa-ner-coarse_grained-v2 online free url in huggingface.co:

https://huggingface.co/dmargutierrez/distilbert-base-uncased-mapa-ner-coarse_grained-v2

distilbert-base-uncased-mapa-ner-coarse_grained-v2 install

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

distilbert-base-uncased-mapa-ner-coarse_grained-v2 install url in huggingface.co:

https://huggingface.co/dmargutierrez/distilbert-base-uncased-mapa-ner-coarse_grained-v2

Url of distilbert-base-uncased-mapa-ner-coarse_grained-v2

distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co Url

Provider of distilbert-base-uncased-mapa-ner-coarse_grained-v2 huggingface.co

dmargutierrez
ORGANIZATIONS

Other API from dmargutierrez