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run.sh

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+#!/bin/bash
+# Wire-Speed Training Launch Script
+# Rust crawler -> tokenize -> Python transformer (live learning)
+
+set -e
+cd /workspace/wire_speed
+
+echo "=== WIRE-SPEED TRANSFORMER ==="
+echo "Building Rust feeder..."
+
+# Install Rust if needed
+if ! command -v cargo &> /dev/null; then
+    curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
+    source ~/.cargo/env
+fi
+
+# Build feeder
+cd feeder
+cargo build --release 2>&1 | tail -5
+cd ..
+
+echo "Feeder built!"
+echo "Starting wire-speed training pipeline..."
+echo "Rust (crawl+tokenize) | Python (train)"
+echo ""
+
+# Pipe: Rust outputs token IDs -> Python consumes and trains
+./feeder/target/release/wire_feeder 2>/workspace/feeder.log | python3 stream_trainer.py 2>&1 | tee /workspace/wire_training.log