Instructions to use Azmarah/finbert-keyword-extraction with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Azmarah/finbert-keyword-extraction with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Azmarah/finbert-keyword-extraction", device_map="auto")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("Azmarah/finbert-keyword-extraction") model = AutoModelForTokenClassification.from_pretrained("Azmarah/finbert-keyword-extraction", device_map="auto") - Notebooks
- Google Colab
- Kaggle
metadata
language: en
tags:
- keyword-extraction
- finbert
- transformers
- finance
FinBERT for Keyword Extraction (Banking Domain)
This is a fine-tuned version of FinBERT trained to extract banking-related keywords from financial texts.