chore: fix autoresearch benchmark model id

autoresearch.sh

@@ -6,6 +6,8 @@ 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"
@@ -39,4 +41,5 @@ SERVER_PID=$!
 
 python "$ROOT/experiments/bench_chat_latency.py" \
     --base-url "http://$HOST" \
+    --model-id "$MODEL_ID" \
     --server-log "$SERVER_LOG"