Ittirit-delentia/delentia-slm-jitna-scribe

Delentia SLM — The Scribe (slm-jitna-scribe)

The Scribe is a specialized context compression LoRA adapter in the Delentia OS 1+4 Pillar Architecture. It solves the problem of context window saturation.

Core Mechanics

1. Recursive Summarization: Condenses long historical chat context into a structured, minimal TOON representation.
2. Noise Reduction: Filters out colloquial conversational elements, keeping only actionable parameters.

Technical Specifications

• Base Model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
• Format: GGUF Q4_K_M (Quantized via llama.cpp)
• Primary Metrics:
  • TOON v0.2 Compliance: $\ge 90%$
  • Token Savings: $\ge 15%$