CyBERT-CyNER huggingface.co api & anonymouspd CyBERT-CyNER github AI Model

Introduction of CyBERT-CyNER

Model Details of CyBERT-CyNER

anonymouspd/CyBERT-CyNER

This model is a fine-tuned version of SynamicTechnologies/CYBERT on the CyNER dataset. It achieves the following results on the evaluation set:

Loss: 0.2405
Precision: 0.4671
Recall: 0.2810
F1: 0.3509
Accuracy: 0.9568

It achieves the following results on the prediction set:

Loss: 0.2747
Precision: 0.5442
Recall: 0.3483
F1: 0.4248
Accuracy: 0.9471

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.2304	1.42	500	0.2405	0.4671	0.2810	0.3509	0.9568
0.1092	2.84	1000	0.2575	0.5426	0.2848	0.3735	0.9601
0.0797	4.26	1500	0.2454	0.4701	0.3308	0.3883	0.9576
0.0615	5.68	2000	0.2669	0.4902	0.3180	0.3857	0.9586
0.0504	7.1	2500	0.2687	0.4885	0.3525	0.4095	0.9580
0.0379	8.52	3000	0.2752	0.4656	0.3627	0.4078	0.9573
0.0339	9.94	3500	0.2828	0.4991	0.3499	0.4114	0.9586

Framework versions

Transformers 4.36.0.dev0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Runs of anonymouspd CyBERT-CyNER on huggingface.co

Total runs

24-hour runs

3-day runs

7-day runs

30-day runs

More Information About CyBERT-CyNER huggingface.co Model

CyBERT-CyNER huggingface.co

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

CyBERT-CyNER huggingface.co Url

https://huggingface.co/anonymouspd/CyBERT-CyNER

anonymouspd CyBERT-CyNER online free

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

anonymouspd CyBERT-CyNER online free url in huggingface.co:

https://huggingface.co/anonymouspd/CyBERT-CyNER

CyBERT-CyNER install

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