Ely-Eye — local multimodal context operating system on Qwen3.5-9B

Real-models implementation: multimodal ingestion, Context Cartridge memory,
sparse + Qwen embedding retrieval, Cache Fabric, Qwen runtime adapters, verifier
contracts, Visual HashHop proofs, BF16 LoRA fine-tuning, and a local dashboard.
Verified by a 15-check PRD proof suite on the live model.

scripts/launch-llamacpp-offline.ps1

@@ -0,0 +1,35 @@
+$ErrorActionPreference = "Stop"
+
+Set-Location (Split-Path -Parent $PSScriptRoot)
+
+if (-not $env:ELY_EYE_GGUF_MODEL) {
+  throw "Set ELY_EYE_GGUF_MODEL to the absolute GGUF model path."
+}
+
+$server = $env:LLAMA_CPP_SERVER
+if (-not $server) {
+  $server = "llama-server"
+}
+
+if (-not (Get-Command $server -ErrorAction SilentlyContinue)) {
+  $wingetPackageRoot = Join-Path $env:LOCALAPPDATA "Microsoft\WinGet\Packages"
+  $installed = Get-ChildItem $wingetPackageRoot -Recurse -Filter llama-server.exe -ErrorAction SilentlyContinue |
+    Where-Object { $_.FullName -like "*ggml.llamacpp*" } |
+    Select-Object -First 1
+  if ($installed) {
+    $server = $installed.FullName
+  }
+}
+
+if (-not (Get-Command $server -ErrorAction SilentlyContinue)) {
+  throw "llama-server executable is missing. Install ggml.llamacpp or set LLAMA_CPP_SERVER."
+}
+
+& $server `
+  --model $env:ELY_EYE_GGUF_MODEL `
+  --host 127.0.0.1 `
+  --port 8003 `
+  --ctx-size 262144 `
+  --flash-attn `
+  --cache-type-k q4_0 `
+  --cache-type-v q4_0