ajrayman / Vulnerability_binary

huggingface.co
Total runs: 146
24-hour runs: 0
7-day runs: 4
30-day runs: 141
Model's Last Updated: September 03 2026
text-classification

Introduction of Vulnerability_binary

Model Details of Vulnerability_binary

Vulnerability_binary

This model is a fine-tuned version of roberta-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6590
  • Accuracy: 0.7173
  • Precision: 0.6656
  • Recall: 0.5522
  • F1: 0.6036
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 126 0.5917 0.6994 0.7812 0.3181 0.4521
No log 2.0 252 0.5644 0.7212 0.6628 0.5802 0.6187
No log 3.0 378 0.6590 0.7173 0.6656 0.5522 0.6036
Framework versions
  • Transformers 4.44.1
  • Pytorch 1.11.0
  • Datasets 2.12.0
  • Tokenizers 0.19.1

Runs of ajrayman Vulnerability_binary on huggingface.co

146
Total runs
0
24-hour runs
1
3-day runs
4
7-day runs
141
30-day runs

More Information About Vulnerability_binary huggingface.co Model

More Vulnerability_binary license Visit here:

https://choosealicense.com/licenses/mit

Vulnerability_binary huggingface.co

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

Vulnerability_binary huggingface.co Url

https://huggingface.co/ajrayman/Vulnerability_binary

ajrayman Vulnerability_binary online free

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

ajrayman Vulnerability_binary online free url in huggingface.co:

https://huggingface.co/ajrayman/Vulnerability_binary

Vulnerability_binary install

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

Vulnerability_binary install url in huggingface.co:

https://huggingface.co/ajrayman/Vulnerability_binary

Url of Vulnerability_binary

Vulnerability_binary huggingface.co Url

Provider of Vulnerability_binary huggingface.co

ajrayman
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