A Specialized Model Architecture for Dynamic Persona Adaptation

Date: 2026-05-05
Author: Peter (Synchronic1) / Carlsson Creative
Host: VM104 (192.168.1.243), Proxmox VM on Dell PowerEdge T630
llama.cpp Version: 8240 (d088d5b74)

synchronic1 / cig-context-inferenced-generation.md

Created April 13, 2026 02:00

CIG: Context Inferenced Generation - A proposed term for the context-augmented generation taxonomy

CIG: Context Inferenced Generation

Acronym Definition

CIG = Context Inferenced Generation

A generation paradigm where curated context vaults are accessed by inference engines to retrieve relevant knowledge, which then drives multimodal content generation.

synchronic1 / cmp100-210-benchmark.md

Created April 9, 2026 22:23

NVIDIA CMP 100-210 Tensor Core Benchmark Results - Testing reveals Tensor Cores are severely gimped at firmware level

NVIDIA CMP 100-210 Tensor Core Benchmark

Date: 2026-04-09
Driver: NVIDIA 550.163.01
CUDA: 12.4
Host: Proxmox VE (Debian 13, Kernel 6.14)

Executive Summary

synchronic1 / harness-ranger-gist.md

Created April 1, 2026 18:50

HarnessRanger - Production-Ready OpenClaw Plugin

Repository: https://github.com/synchronic1/enhanced-harness-plugin
Package: @synchronic1/harness-ranger
Version: 0.1.0
License: MIT
Status: ✅ Production Ready

What is HarnessRanger?

synchronic1 / cv_readme.md

Last active March 16, 2026 22:22

ContextVault — RAG Pipeline Documentation (Docling + bge-m3 + ColQwen2 + Qdrant + MCP)

ContextVault

Enterprise knowledge base platform that ingests PDF documents and serves their content through the Model Context Protocol (MCP). PDFs drop into Dropbox and flow automatically through a GPU-accelerated extraction, chunking, and embedding pipeline into a hybrid vector database, surfaced to any MCP-capable AI agent.

Architecture

Dropbox /processedfiles/<your-folder>