Delentia/dalentia-slm-jitna-scribe-v0.3

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. 1.Recursive Summarization: Condenses long historical chat context into a structured, minimal TOON representation.
2. 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 Q4KM (Quantized via llama.cpp)
• —Primary Metrics:
• —TOON v0.2 Compliance: $\ge 90\%$
• —Token Savings: $\ge 15\%$