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/run-prd-finetune.ps1

@@ -0,0 +1,41 @@
+param(
+  [int]$MaxSteps = 37,
+  [int]$Rank = 16,
+  [int]$Alpha = 32,
+  [int]$MaxLength = 8192,
+  [int]$GradientAccumulationSteps = 4,
+  [string]$CartridgeId = ""
+)
+
+$ErrorActionPreference = "Stop"
+$root = Split-Path -Parent $PSScriptRoot
+Set-Location $root
+
+$dataset = Join-Path $root ".ely_eye\training\hme_prd_sft.jsonl"
+$adapter = Join-Path $root ".ely_eye\adapters\hme_core_lora_qwen35_9b"
+
+.\.venv\Scripts\ely-eye.exe build-prd-training-data `
+  --prd-path .\PRD.md `
+  --output-path $dataset `
+  --max-sections 48
+
+$args = @(
+  "train-lora",
+  $dataset,
+  $adapter,
+  "--max-steps", "$MaxSteps",
+  "--kind", "hme_core_lora",
+  "--rank", "$Rank",
+  "--alpha", "$Alpha",
+  "--max-length", "$MaxLength",
+  "--gradient-accumulation-steps", "$GradientAccumulationSteps"
+)
+
+if ($CartridgeId.Length -gt 0) {
+  $args += @("--cartridge-id", $CartridgeId)
+}
+
+.\.venv\Scripts\ely-eye.exe @args
+
+Write-Host "Adapter ready: $adapter"
+Write-Host "Use with: `$env:ELY_EYE_ADAPTER_DIR='$adapter'"