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1. QWED-AI/qwed-verification QWED-AI/qwed-verification Public

   Deterministic verification layer for LLMs | AI hallucination detection | Model output validation | Formal verification for AI | Python 🐍

   Python 42 3

2. learn-llm-from-scratch learn-llm-from-scratch Public

   Build and train a 124M parameter language model in one day. Complete tutorial from architecture to text generation.

   Python 4

3. QWED-AI/qwed-learning QWED-AI/qwed-learning Public

   🎓 Free course on deterministic AI verification. Learn how to mathematically prove LLM output correctness using formal methods. From theory to production workflows with QWED-AI.

   Python 5 1

4. QWED-AI/qwed-finance QWED-AI/qwed-finance Public

   Deterministic verification middleware for banking and financial AI. NPV, IRR, loan amortization, and interest calculations with QWED precision.

   Python 1

5. QWED-AI/qwed-legal QWED-AI/qwed-legal Public

   🏛️ Verification guards for legal contracts - Date calculations, clause consistency, liability verification

   Python 1

6. QWED-AI/qwed-mcp QWED-AI/qwed-mcp Public

   MCP Server for QWED Verification - Use QWED verification tools in Claude Desktop, VS Code, and any MCP client

   Python