Switch to bridge networking with fixed container port 80 and served name llm

- run.sh: bridge + -p ${HOST_PORT:-24396}:80, health check uses host port
- entrypoint.sh: PORT defaults to 80, SERVED_NAME defaults to llm
  detected port/served name become log hints only
- verify.sh: read host port from port bindings, expect model name llm
- docker-compose.yml: ports mapping instead of network_mode host
- README: update tables, commands and rationale

verify.sh

@@ -21,7 +21,7 @@ cd "$(dirname "$0")"
 
 MODEL_DIR="${MODEL_HOST_DIR:-}"
 CONTAINER="${CONTAINER:-}"
-PORT="${PORT:-}"
+PORT="${PORT:-${HOST_PORT:-}}"
 SERVED_NAME="${SERVED_NAME:-}"
 BASE_URL="${BASE_URL:-}"
 TIMEOUT="${TIMEOUT:-180}"
@@ -101,7 +101,21 @@ for m in mounts:
         break
 ' || true)"
   fi
-  [[ -z "${PORT}" ]] && PORT="$(container_env "${CONTAINER}" PORT)"
+  # 宿主端口来自端口映射（-p），不是容器内的 PORT（现在恒为 80）
+  if [[ -z "${PORT}" ]]; then
+    PORT="$(docker inspect "${CONTAINER}" --format '{{json .HostConfig.PortBindings}}' 2>/dev/null \
+      | python3 -c '
+import json, sys
+try:
+    binds = json.load(sys.stdin) or {}
+except Exception:
+    sys.exit(0)
+for container_port, mapping in binds.items():
+    if mapping:
+        print(mapping[0].get("HostPort", ""))
+        break
+' || true)"
+  fi
   [[ -z "${SERVED_NAME}" ]] && SERVED_NAME="$(container_env "${CONTAINER}" SERVED_NAME)"
 fi
 
@@ -111,7 +125,7 @@ MAVERICK_DEFAULT="/mnt/disk0/models/LLM-Research/Llama-4-Maverick-17B-128E-Instr
 
 # 没有 docker 时（例如在 ugly_hopper 内运行），按端口探测正在运行的服务。
 if [[ -z "${CONTAINER}" && -z "${PORT}" && -z "${MODEL_DIR}" && -z "${BASE_URL}" ]]; then
-  for candidate_port in 8091 8092; do
+  for candidate_port in 24396 8091 8092; do
     if curl -fsS --max-time 2 "http://127.0.0.1:${candidate_port}/health" >/dev/null 2>&1; then
       PORT="${candidate_port}"
       break
@@ -119,8 +133,9 @@ if [[ -z "${CONTAINER}" && -z "${PORT}" && -z "${MODEL_DIR}" && -z "${BASE_URL}"
   done
 fi
 
-# 从 served name 反推模型目录（方便 --base-url + --served-name 的用法）。
-if [[ -z "${MODEL_DIR}" && -n "${SERVED_NAME}" ]]; then
+# 模型名现在恒为 llm（AGENTS.md 5.5），不能再靠它反推变体。
+# 兼容旧用法：如果显式传了带变体的 served name，仍然尝试反推目录。
+if [[ -z "${MODEL_DIR}" && -n "${SERVED_NAME}" && "${SERVED_NAME}" != "llm" ]]; then
   case "${SERVED_NAME}" in
     *maverick*)
       if [[ -f "${MAVERICK_DEFAULT}/config.json" ]]; then
@@ -135,10 +150,9 @@ if [[ -z "${MODEL_DIR}" && -n "${SERVED_NAME}" ]]; then
   esac
 fi
 
+# 端口也不再区分变体（宿主端口默认统一 24396），只按目录存在性取默认值。
 if [[ -z "${MODEL_DIR}" && -z "${BASE_URL}" ]]; then
-  if [[ "${PORT}" == "8092" && -f "${MAVERICK_DEFAULT}/config.json" ]]; then
-    MODEL_DIR="${MAVERICK_DEFAULT}"
-  elif [[ -f "${SCOUT_DEFAULT}/config.json" ]]; then
+  if [[ -f "${SCOUT_DEFAULT}/config.json" ]]; then
     MODEL_DIR="${SCOUT_DEFAULT}"
   elif [[ -f "${MAVERICK_DEFAULT}/config.json" ]]; then
     MODEL_DIR="${MAVERICK_DEFAULT}"
@@ -163,13 +177,13 @@ fi
 if [[ -n "${DETECT_JSON}" ]]; then
   KIND="$(python3 -c 'import json,sys; print(json.load(sys.stdin)["kind"])' <<< "${DETECT_JSON}")"
   DETECTED_PORT="$(python3 -c 'import json,sys; print(json.load(sys.stdin)["port"])' <<< "${DETECT_JSON}")"
-  DETECTED_NAME="$(python3 -c 'import json,sys; print(json.load(sys.stdin)["served_name"])' <<< "${DETECT_JSON}")"
-  [[ -z "${PORT}" ]] && PORT="${DETECTED_PORT}"
-  [[ -z "${SERVED_NAME}" ]] && SERVED_NAME="${DETECTED_NAME}"
+  # DETECTED_PORT / served_name 只是变体信息，不作为实际端口和模型名：
+  # 容器内恒 80，宿主端口默认 24396，模型名恒 llm（AGENTS.md 5.2 / 5.4 / 5.5）。
+  DETECTED_HOST_PORT_HINT="${DETECTED_PORT:-}"
 fi
 
-PORT="${PORT:-8091}"
-SERVED_NAME="${SERVED_NAME:-llama4}"
+PORT="${PORT:-24396}"
+SERVED_NAME="${SERVED_NAME:-llm}"
 BASE_URL="${BASE_URL:-http://127.0.0.1:${PORT}}"
 BASE_URL="${BASE_URL%/}"