🧬 qLLM

A quantized layered LLM designed for symbolic traceability, real-time slice execution, and introspectable token flow.

Private alpha

📊 Traceable Inference

Every token decision includes provenance, vector ancestry, and qSLiCE layer annotations.

🧠 Token-Level Introspection

Enables debugging of attention collapse, memory leak, and multi-agent hallucination correction.

📡 Real-Time Slice Execution

Live feedback of execution tree from prompt to response across system boundaries.

🔍 Compression Awareness

Tokens track their own compression and decompression states across layers.