chore: initialize template autoresearch segment

autoresearch.sh

@@ -3,43 +3,10 @@ set -euo pipefail
 
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
 ROOT="$SCRIPT_DIR"
-PORT="${LOCALLLM_BENCH_PORT:-18080}"
-HOST="127.0.0.1:${PORT}"
-MODEL_PATH="${LOCALLLM_MODEL:-$ROOT/models/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.i1-Q6_K.gguf}"
-MODEL_ID="${LOCALLLM_BENCH_MODEL_ID:-$(basename "$MODEL_PATH")}" 
-MODEL_ID="${MODEL_ID%.gguf}"
-SERVER_BIN="$ROOT/target/release/localllm.exe"
-LOG_DIR="$ROOT/logs"
-SERVER_LOG="$LOG_DIR/autoresearch-server.log"
-
-mkdir -p "$LOG_DIR" "$ROOT/experiments"
-
-if [[ ! -f "$MODEL_PATH" ]]; then
-    echo "[ERROR] Model file not found: $MODEL_PATH" >&2
-    exit 1
-fi
-
-cleanup() {
-    if [[ -n "${SERVER_PID:-}" ]]; then
-        kill "$SERVER_PID" >/dev/null 2>&1 || true
-        wait "$SERVER_PID" 2>/dev/null || true
-    fi
-}
-trap cleanup EXIT
+mkdir -p "$ROOT/experiments"
 
 echo "[INFO] Fast preflight (cargo check)..." >&2
 cargo check -p inference-server --quiet
 
-echo "[INFO] Building release server..." >&2
-cargo build --release -p inference-server --bin localllm --quiet
-
-echo "[INFO] Starting server on $HOST ..." >&2
-LOCALLLM_ADDR="$HOST" \
-LOCALLLM_MODEL="$MODEL_PATH" \
-"$SERVER_BIN" >"$SERVER_LOG" 2>&1 &
-SERVER_PID=$!
-
-python "$ROOT/experiments/bench_chat_latency.py" \
-    --base-url "http://$HOST" \
-    --model-id "$MODEL_ID" \
-    --server-log "$SERVER_LOG"
+python "$ROOT/experiments/bench_chat_templates.py" \
+    --root "$ROOT"