Our First Launch - Gahna 0.1B Scheme Eligibility Checker
Domain: Government Welfare & Scheme Access
Objective:
Enable instant identification of eligible government schemes for citizens based on structured profiles via a lightweight, API-driven SLM.
Key Features:
- Controlled input-output, no hallucination
- Built for structured government citizen data fields (age, income, occupation, location, etc.)
- Covers Central and State schemes
- Mobile-friendly, low-resource deployable
- Production-grade security and accuracy
Technical Details:
- Model Size: ~100 Million Parameters
- Architecture: Custom lightweight Transformer optimized for classification and retrieval
- Training Dataset: Synthetic and structured real-world eligibility profiles (~100M tokens)
- Serving: FastAPI-based inference API, dockerized for easy deployment
- Hosting Footprint: <8GB RAM needed, CPU-only serving possible after quantization
Tagline:
"Sarkari Yojanaayein Mutthi Mein"
(Government Schemes in Your Hands)
Coming Soon:
- Hindi, Marathi, Bengali, Tamil localized versions
- State-specific customized models
- Offline mobile deployment (edge AI)