Token Classification
Transformers
ONNX
Safetensors
modernbert
ner
on-device
privacy
flowx
openner
banking
de-identification
Instructions to use flowxai/filingtag with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use flowxai/filingtag with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="flowxai/filingtag")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("flowxai/filingtag") model = AutoModelForTokenClassification.from_pretrained("flowxai/filingtag", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "test_loss": 0.018956100568175316, | |
| "test_precision": 0.7129084092126406, | |
| "test_recall": 0.5878975265017667, | |
| "test_f1": 0.6443960300169451, | |
| "test_accuracy": 0.9961252275671449, | |
| "test_runtime": 26.8915, | |
| "test_samples_per_second": 297.492, | |
| "test_steps_per_second": 12.42, | |
| "epoch": 3.0 | |
| } |