chore: consolidate Syslog Solution code into unified repository structure

- Moved scattered scripts, templates, and documentation into organized directories (applications/, scripts/, assets/).
- Updated .gitignore to strictly exclude secrets, state files, and IDE configs.
- Added comprehensive README.md outlining repository structure and best practices.
- Preserved all existing documentation and technical architecture files.
- Prepared infrastructure/ for AWS Org and Proxmox Terraform management.
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1|# 04 - Qwen3.5 Model Setup — Home
2|**Purpose:** Installation and configuration guides for Qwen3.5 model variants.
3|
4|## Available Models
5|
6|### **Qwen3.5-MoE (Mixture of Experts)** — Optimized for production inference with dynamic expert routing.
7|
8|### **Qwen3.5-Base** — Standard dense model variant.
9|
10|### **Qwen3.5-FineTuned** — Domain-specific fine-tuned variants.
11|
12|## GPU Compatibility
13|
14|- **AMD Strix Halo** — See [AMD GPU Passthrough Guide](../03\ -\ AMD\ GPU\ Passthrough/00\ -\ AMD\ GPU\ Passthrough.md)
15|- **NVIDIA RTX 4090** — Standard CUDA setup
16|- **Multi-GPU Clusters** — Distributed inference setup
17|
18|## Quick Start
19|
20|### Install Qwen3.5-MoE via Ollama
21|```bash
22|ollama pull qwen3.5:250b-moe
23|ollama serve
24|
25|# Run locally at 192.168.68.8:8080
26|ollama run qwen3.5:250b-moe "What are the top AI trends for 2026?"
27|```
28|
29|### Advanced Configuration
30|
31|For production deployments with dynamic expert selection:
32|- See `/60\ -\ Syslog/02\ -\ TECHNICAL\ INFRASTRUCTURE/04\ -\ Qwen3.5\ Model\ Setup/01\ -\ Qwen3.5-MoE\ Configuration.md`
33|- GPU passthrough: `/60\ -\ Syslog/02\ -\ TECHNICAL\ INFRASTRUCTURE/03\ -\ AMD\ GPU\ Passthrough/00\ -\ AMD\ GPU\ Passthrough.md`
34|
35|## Scripts
36|
37|- `vulkan-qwen35-moe-setup.sh` — Complete setup script for Qwen3.5-MoE with Vulkan backend
38|- `qwen35-moe-inference-config.sh` — Production inference configuration script
39|
40|---
41|
42|*For AMD GPU-specific setup, refer to the AMD GPU Passthrough guide.*
43|