Instructions to use Cyber-ThreaD/SecureBERT-APTNER with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Cyber-ThreaD/SecureBERT-APTNER with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Cyber-ThreaD/SecureBERT-APTNER")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("Cyber-ThreaD/SecureBERT-APTNER") model = AutoModelForTokenClassification.from_pretrained("Cyber-ThreaD/SecureBERT-APTNER") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 10.0, | |
| "train_loss": 0.17847706194025767, | |
| "train_runtime": 1432.5205, | |
| "train_samples": 6744, | |
| "train_samples_per_second": 47.078, | |
| "train_steps_per_second": 5.885 | |
| } |