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Financial Document NER Prototype (Step-by-step)

Step 1: Inference sanity check (no training yet)

Setup

python -m venv .venv
# Windows:
.venv\\Scripts\\activate
# Mac/Linux:
source .venv/bin/activate

pip install -r requirements.txt

Run

python -m src.infer --text "On Jan 31, 2026, Apple Inc. reported revenue of $119.6B and net income of $33.9B."

About

End-to-end Financial Document Named Entity Recognition (NER) pipeline using BERT, with custom BIO tagging, train/validation split, evaluation metrics, and CI/CD.

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