README.md

metadata

title: FinOptix-14B
emoji: 💰
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.18.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: Your FinOps architect in 14 billion parameters

FinOptix-14B — FinOps Command Center

An autonomous FinOps specialist running on open weights (Qwen 2.5 14B + QLoRA). Trained for $3.50.

🎬 Demo Video

https://www.youtube.com/watch?v=9qMdzZVqS2Q

Capabilities

• Terraform HCL Auditor — Rightsizing, tagging, governance findings + optimized code
• Cost Parser — AWS cost/anomaly JSON analysis with financial metrics
• BYaML Governance — Architecture validation against policies and catalog
• Ask FinOptix — Free-form FinOps Q&A with actionable recommendations

Run Locally (GGUF)

ollama run hf.co/ccortezb/FinOptix-14B-GGUF

Training Details

Spec	Value
Base	Qwen 2.5 14B Instruct
Method	QLoRA (r=16, α=32)
Dataset	265 gold examples
Hardware	Modal A100-80GB
Time	40 minutes
Cost	$3.50

Badges Earned (6/6)

✅ Well-Tuned · ✅ Off-Brand · ✅ Field Notes · ✅ Sharing is Caring · ✅ Llama Champion · ✅ Off the Grid

Author

Carlos Cortez — AWS Community Hero, CTO @ BWIT
LinkedIn · X · Blog