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Astra LLM (BFSI Domain)
Overview
A domain-adapted Large Language Model built on Mistral 7B, fine-tuned using LoRA for financial intelligence tasks.
Capabilities
- Credit card optimization
- Financial insights & recommendations
- Fraud/scam reasoning
- Insurance claim understanding
Architecture
- Base Model: Mistral 7B
- Fine-tuning: LoRA
- Deployment: Ollama
- Format: GGUF
Integration
- RAG with Qdrant
- Multi-agent orchestration (LangGraph)
- Used in Astra 360 Digital Brain
Usage (Ollama)
ollama run astra-llm
Author
Pramod Seeram
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Hardware compatibility
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