Instructions to use doomnova/distilbert_system_A with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use doomnova/distilbert_system_A with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="doomnova/distilbert_system_A")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("doomnova/distilbert_system_A") model = AutoModelForTokenClassification.from_pretrained("doomnova/distilbert_system_A", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 3.0, | |
| "test_accuracy": 0.9894704992435703, | |
| "test_f1": 0.9351623370314959, | |
| "test_loss": 0.02968989498913288, | |
| "test_precision": 0.93195724575943, | |
| "test_recall": 0.9383895496198089, | |
| "test_runtime": 86.156, | |
| "test_samples_per_second": 381.958, | |
| "test_steps_per_second": 11.943 | |
| } |