Dikshith4500/SpendingCategoryBERT

SpendingCategoryBERT

Fine-tuned BERT for classifying raw bank transaction strings into 8 spending categories. Built as part of Foresight — a proactive AI financial OS with 12 LangGraph agents and 6 custom MCP servers.

Categories

Performance

Usage

from transformers import pipeline classifier = pipeline("text-classification", model="Dikshith4500/SpendingCategoryBERT") classifier("WHOLEFDS MKT #1523")

Training

• —Base model: bert-base-uncased
• —Dataset: Dikshith4500/bank-transaction-categories-50k
• —Examples: 6,973 labeled bank transaction strings
• —Epochs: 3
• —Learning rate: 2e-5
• —Hardware: T4 GPU