From ccc543c0e7cf9b1c44a33ca841dedae8e0f93af2 Mon Sep 17 00:00:00 2001
From: ruv <ruv@ruv.net>
Date: Thu, 2 Apr 2026 22:42:32 -0400
Subject: [PATCH] feat: Mac Mini M4 Pro training script (7-step pipeline)
MIME-Version: 1.0
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Clone, copy data via Tailscale, train, benchmark, sync results,
publish to HuggingFace — all automated for M4 Pro hardware.

Co-Authored-By: claude-flow <ruv@ruv.net>
---
 scripts/mac-mini-train.sh | 82 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 82 insertions(+)
 create mode 100644 scripts/mac-mini-train.sh

diff --git a/scripts/mac-mini-train.sh b/scripts/mac-mini-train.sh
new file mode 100644
index 00000000..63ebf332
--- /dev/null
+++ b/scripts/mac-mini-train.sh
@@ -0,0 +1,82 @@
+#!/bin/bash
+set -euo pipefail
+
+echo "=== WiFi-DensePose Mac Mini M4 Pro Training Pipeline ==="
+echo "Host: $(hostname) | $(sysctl -n hw.ncpu 2>/dev/null || nproc) cores | $(sysctl -n hw.memsize 2>/dev/null | awk '{printf "%.0f GB", $1/1073741824}' || free -h | awk '/Mem:/{print $2}')"
+echo ""
+
+REPO_DIR="${HOME}/Projects/wifi-densepose"
+WINDOWS_HOST="100.102.238.73"  # Tailscale IP of Windows machine
+
+# Step 1: Clone or update repo
+echo "[1/7] Setting up repository..."
+if [ -d "$REPO_DIR/.git" ]; then
+  cd "$REPO_DIR" && git pull origin main
+else
+  git clone https://github.com/ruvnet/RuView.git "$REPO_DIR"
+  cd "$REPO_DIR"
+fi
+
+# Step 2: Install Node.js if needed
+echo "[2/7] Checking Node.js..."
+if ! command -v node &>/dev/null; then
+  echo "Installing Node.js via Homebrew..."
+  brew install node
+fi
+echo "Node $(node --version)"
+
+# Step 3: Copy training data from Windows via Tailscale
+echo "[3/7] Copying training data from Windows machine..."
+mkdir -p data/recordings
+scp -o ConnectTimeout=5 "ruv@${WINDOWS_HOST}:Projects/wifi-densepose/data/recordings/pretrain-*.csi.jsonl" data/recordings/ 2>/dev/null || {
+  echo "  Could not reach Windows machine. Checking for local data..."
+  if ls data/recordings/pretrain-*.csi.jsonl &>/dev/null; then
+    echo "  Found local training data."
+  else
+    echo "  ERROR: No training data found. Run collect-training-data.py on Windows first."
+    exit 1
+  fi
+}
+echo "  Data: $(wc -l data/recordings/pretrain-*.csi.jsonl | tail -1)"
+
+# Step 4: Run enhanced training (larger model, more epochs)
+echo "[4/7] Training (enhanced config for M4 Pro)..."
+time node scripts/train-ruvllm.js \
+  --data data/recordings/pretrain-*.csi.jsonl \
+  2>&1 | tee models/csi-ruvllm/training.log
+
+# Step 5: Benchmark
+echo "[5/7] Benchmarking..."
+node scripts/benchmark-ruvllm.js \
+  --model models/csi-ruvllm \
+  --data data/recordings/pretrain-*.csi.jsonl \
+  2>&1 | tee models/csi-ruvllm/benchmark.log
+
+# Step 6: Copy results back to Windows
+echo "[6/7] Syncing results back to Windows..."
+scp -r -o ConnectTimeout=5 models/csi-ruvllm/ "ruv@${WINDOWS_HOST}:Projects/wifi-densepose/models/csi-ruvllm-m4pro/" 2>/dev/null || {
+  echo "  Could not reach Windows. Results are in: $REPO_DIR/models/csi-ruvllm/"
+}
+
+# Step 7: Publish to HuggingFace
+echo "[7/7] Publishing to HuggingFace..."
+if command -v gcloud &>/dev/null; then
+  mkdir -p dist/models
+  cp models/csi-ruvllm/model.safetensors dist/models/
+  cp models/csi-ruvllm/config.json dist/models/
+  cp models/csi-ruvllm/presence-head.json dist/models/
+  cp models/csi-ruvllm/quantized/* dist/models/ 2>/dev/null || true
+  cp models/csi-ruvllm/lora/* dist/models/ 2>/dev/null || true
+  cp models/csi-ruvllm/model.rvf.jsonl dist/models/ 2>/dev/null || true
+  cp models/csi-ruvllm/training-metrics.json dist/models/ 2>/dev/null || true
+  cp docs/huggingface/MODEL_CARD.md dist/models/README.md 2>/dev/null || true
+  bash scripts/publish-huggingface.sh --version v0.5.4 2>&1 || echo "  HF publish skipped (check gcloud auth)"
+else
+  echo "  gcloud not installed — skipping HF publish. Run manually:"
+  echo "  bash scripts/publish-huggingface.sh --version v0.5.4"
+fi
+
+echo ""
+echo "=== Complete ==="
+echo "Models: $REPO_DIR/models/csi-ruvllm/"
+echo "Logs: training.log, benchmark.log"