Finance SLM Router (QLoRA)

Overview

Finance SLM Router is a QLoRA adapter built on top of Qwen3-8B for finance intent routing and structured argument extraction.

The model is designed to classify finance requests and prepare structured arguments for downstream deterministic finance tools rather than directly executing financial operations.

Features

Finance intent routing
Structured JSON argument extraction
Journal validation
Variance analysis
Policy-aware execution
Human approval for high-risk operations
MLX compatible deployment

Base Model

Qwen/Qwen3-8B

Training

Method: QLoRA
Framework: MLX-LM
Fine-tuning Type: LoRA

Supported Tasks

Journal Validation
Variance Analysis
Accounts Payable
Accounts Receivable
Treasury
Payroll
Finance Routing

Intended Use

This adapter is intended for research, education, and AI engineering demonstrations.

It is not intended to autonomously execute financial transactions or provide financial advice.

Author

Yuvaraj Akkole

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MLX

Hardware compatibility

Quantized

Model tree for yuvarajakkole/finance-slm-qwen3-router-lora

Base model

Qwen/Qwen3-8B-Base

Finetuned

Qwen/Qwen3-8B

Adapter

(1942)

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