Instructions to use doomnova/distilbert_system_B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use doomnova/distilbert_system_B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="doomnova/distilbert_system_B")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("doomnova/distilbert_system_B") model = AutoModelForTokenClassification.from_pretrained("doomnova/distilbert_system_B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 3.0, | |
| "test_accuracy": 0.9935278438152871, | |
| "test_f1": 0.9598040065909288, | |
| "test_loss": 0.01882234774529934, | |
| "test_precision": 0.955618874929845, | |
| "test_recall": 0.9640259570576194, | |
| "test_runtime": 81.9799, | |
| "test_samples_per_second": 401.415, | |
| "test_steps_per_second": 12.552 | |
| } |