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
File size: 303 Bytes
e947a52 | 1 2 3 4 5 6 7 8 9 10 11 | {
"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
} |