diff --git a/BillNote_frontend/src-tauri/tauri.conf.json b/BillNote_frontend/src-tauri/tauri.conf.json
index f20bccb..6d1079f 100644
--- a/BillNote_frontend/src-tauri/tauri.conf.json
+++ b/BillNote_frontend/src-tauri/tauri.conf.json
@@ -1,7 +1,7 @@
 {
   "$schema": "../node_modules/@tauri-apps/cli/config.schema.json",
   "productName": "BiliNote",
-  "version": "2.4.2",
+  "version": "2.4.3",
   "identifier": "com.jefferyhuang.bilinote",
   "build": {
     "frontendDist": "../dist",
diff --git a/BillNote_frontend/src/pages/SettingPage/transcriber.tsx b/BillNote_frontend/src/pages/SettingPage/transcriber.tsx
index 74a5669..0779b1e 100644
--- a/BillNote_frontend/src/pages/SettingPage/transcriber.tsx
+++ b/BillNote_frontend/src/pages/SettingPage/transcriber.tsx
@@ -1,4 +1,4 @@
-import { useState, useEffect, useCallback } from 'react'
+import { useState, useEffect, useCallback, useRef } from 'react'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { Button } from '@/components/ui/button'
 import { Badge } from '@/components/ui/badge'
@@ -40,6 +40,9 @@ export default function Transcriber() {
   const [newModelName, setNewModelName] = useState('')
   const [newModelTarget, setNewModelTarget] = useState('')
   const [addingModel, setAddingModel] = useState(false)
+  // 已提示过的下载失败 key（whisper 用 model_size，mlx 用 mlx-{size}）。
+  // null 表示尚未首次加载——首次加载只建立基线、不对历史失败弹窗。
+  const prevFailedRef = useRef<Set<string> | null>(null)
 
   // 重新拉取配置（不重置用户当前的选择），用于增删自定义模型后刷新下拉与列表
   const reloadConfig = useCallback(async () => {
@@ -56,6 +59,23 @@ export default function Transcriber() {
       setModelStatuses(data.whisper)
       setMlxModelStatuses(data.mlx_whisper)
       setMlxAvailable(data.mlx_available)
+
+      // 下载失败主动提示：只对「本次新出现的失败」弹一次，避免轮询期间反复弹窗
+      const failedNow = new Map<string, ModelStatus>()
+      data.whisper.forEach(m => m.failed && failedNow.set(m.model_size, m))
+      data.mlx_whisper.forEach(m => m.failed && failedNow.set(`mlx-${m.model_size}`, m))
+      if (prevFailedRef.current === null) {
+        // 首次加载：建立基线，不对进入页面前就已失败的项弹窗（仍会在列表里红字展示）
+        prevFailedRef.current = new Set(failedNow.keys())
+      } else {
+        failedNow.forEach((m, key) => {
+          if (!prevFailedRef.current!.has(key)) {
+            const detail = m.error ? `：${m.error.slice(0, 120)}` : ''
+            toast.error(`模型 ${m.model_size} 下载失败${detail}`, { duration: 6000 })
+          }
+        })
+        prevFailedRef.current = new Set(failedNow.keys())
+      }
     } catch {
       // 静默失败，不阻塞主流程
     }
@@ -290,32 +310,44 @@ export default function Transcriber() {
               {currentModels.map(model => (
                 <div
                   key={model.model_size}
-                  className="flex items-center justify-between rounded-md border px-4 py-3"
+                  className="rounded-md border px-4 py-3"
                 >
-                  <div className="flex items-center gap-3">
-                    <span className="font-medium">{model.model_size}</span>
-                    {model.downloaded ? (
-                      <Badge variant="default" className="bg-green-500 hover:bg-green-600">
-                        已下载
-                      </Badge>
-                    ) : model.downloading ? (
-                      <Badge variant="secondary" className="flex items-center gap-1">
-                        <Loader2 className="h-3 w-3 animate-spin" />
-                        下载中
-                      </Badge>
-                    ) : (
-                      <Badge variant="outline">未下载</Badge>
+                  <div className="flex items-center justify-between">
+                    <div className="flex items-center gap-3">
+                      <span className="font-medium">{model.model_size}</span>
+                      {model.downloaded ? (
+                        <Badge variant="default" className="bg-green-500 hover:bg-green-600">
+                          已下载
+                        </Badge>
+                      ) : model.downloading ? (
+                        <Badge variant="secondary" className="flex items-center gap-1">
+                          <Loader2 className="h-3 w-3 animate-spin" />
+                          下载中
+                        </Badge>
+                      ) : model.failed ? (
+                        <Badge variant="destructive" className="flex items-center gap-1" title={model.error}>
+                          <XCircle className="h-3 w-3" />
+                          下载失败
+                        </Badge>
+                      ) : (
+                        <Badge variant="outline">未下载</Badge>
+                      )}
+                    </div>
+                    {!model.downloaded && !model.downloading && (
+                      <Button
+                        size="sm"
+                        variant="outline"
+                        onClick={() => handleDownload(model.model_size, selectedType)}
+                      >
+                        <Download className="mr-1 h-4 w-4" />
+                        {model.failed ? '重试' : '下载'}
+                      </Button>
                     )}
                   </div>
-                  {!model.downloaded && !model.downloading && (
-                    <Button
-                      size="sm"
-                      variant="outline"
-                      onClick={() => handleDownload(model.model_size, selectedType)}
-                    >
-                      <Download className="mr-1 h-4 w-4" />
-                      下载
-                    </Button>
+                  {model.failed && model.error && (
+                    <p className="mt-2 break-all text-xs text-red-500" title={model.error}>
+                      {model.error}
+                    </p>
                   )}
                 </div>
               ))}
@@ -368,10 +400,18 @@ export default function Transcriber() {
                           {status?.downloading && (
                             <Loader2 className="h-3.5 w-3.5 animate-spin text-neutral-400" />
                           )}
+                          {status?.failed && (
+                            <XCircle className="h-3.5 w-3.5 text-red-500" />
+                          )}
                         </div>
                         <div className="truncate text-xs text-neutral-400" title={target}>
                           {target}
                         </div>
+                        {status?.failed && status?.error && (
+                          <div className="truncate text-xs text-red-500" title={status.error}>
+                            {status.error}
+                          </div>
+                        )}
                       </div>
                       <Button
                         size="sm"
diff --git a/BillNote_frontend/src/services/transcriber.ts b/BillNote_frontend/src/services/transcriber.ts
index 70f3f72..1cef7b6 100644
--- a/BillNote_frontend/src/services/transcriber.ts
+++ b/BillNote_frontend/src/services/transcriber.ts
@@ -16,6 +16,10 @@ export interface ModelStatus {
   model_size: string
   downloaded: boolean
   downloading: boolean
+  /** 后台下载失败（仓库 404、网络中断、本地路径缺 model.bin 等）。后端从此字段透传 */
+  failed?: boolean
+  /** 下载失败时的原因（仅 failed 时存在），用于前端提示 */
+  error?: string
 }
 
 export interface ModelsStatusResponse {
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 14aa5d5..a604c0b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,13 @@
 
 本项目所有重要变更记录于此。格式参考 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.1.0/)，遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
 
+## [2.4.3] - 2026-06-23
+
+### Fixed
+
+- **Whisper `large-v3-turbo` 模型无法下载**（#402）：内置映射指向的 `Systran/faster-whisper-large-v3-turbo` 仓库已从 HuggingFace 下架（返回 401/404），点击下载会静默失败、状态一直显示「未下载」。改用社区维护的 CT2 转换版 `deepdml/faster-whisper-large-v3-turbo-ct2`（直链可达、含 `model.bin`，与 faster-whisper 的 `large-v3-turbo` 等价）。
+- **模型下载失败时前端无任何提示**（#402 衍生）：`/transcriber_models_status` 此前只回传 `downloading`/`downloaded`，后台下载失败状态被丢弃。现新增 `model_download_state` 统一维护下载状态与失败原因，状态接口新增 `failed` 字段并透传 `error`；前端模型列表展示「下载失败」徽标 + 错误详情，按钮变为「重试」，并对新出现的失败弹出提示。
+
 ## [2.4.2] - 2026-06-17
 
 ### Fixed
diff --git a/README.md b/README.md
index 0914e52..6a1f2c9 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
     <p align="center">
   <img src="./doc/icon.svg" alt="BiliNote Banner" width="50" height="50"  />
 </p>
-<h1 align="center" > BiliNote v2.4.2</h1>
+<h1 align="center" > BiliNote v2.4.3</h1>
 </div>
 
 <p align="center"><i>AI 视频笔记生成工具 让 AI 为你的视频做笔记</i></p>
diff --git a/backend/app/routers/config.py b/backend/app/routers/config.py
index e0be457..14d05f0 100644
--- a/backend/app/routers/config.py
+++ b/backend/app/routers/config.py
@@ -11,6 +11,7 @@ from app.utils.path_helper import get_model_dir
 
 from app.services.cookie_manager import CookieConfigManager
 from app.services.transcriber_config_manager import TranscriberConfigManager
+from app.transcriber import model_download_state as dl_state
 from ffmpeg_helper import ensure_ffmpeg_or_raise
 
 logger = get_logger(__name__)
@@ -148,9 +149,9 @@ def update_proxy_config(data: ProxyConfigRequest):
 
 
 # ---- Whisper 模型下载状态 & 下载触发 ----
-
-# 用于跟踪正在进行的下载任务
-_downloading: dict[str, str] = {}  # model_size -> status ("downloading" | "done" | "failed")
+# 下载状态（downloading / done / failed + 失败原因）统一交给 model_download_state 维护，
+# 「触发下载」与「查询状态」共享同一份进程内内存态。失败原因会随状态接口透传给前端，
+# 修复 issue #402 衍生问题：原先只回传 downloading/downloaded，下载失败时前端无任何提示。
 
 
 def _check_whisper_model_exists(model_size: str, subdir: str = "whisper") -> bool:
@@ -212,12 +213,7 @@ def get_transcriber_models_status():
     statuses = []
     for size in get_registry().visible_model_names():
         downloaded = _check_whisper_model_exists(size, "whisper")
-        download_status = _downloading.get(size)
-        statuses.append({
-            "model_size": size,
-            "downloaded": downloaded,
-            "downloading": download_status == "downloading",
-        })
+        statuses.append(dl_state.status_row(size, downloaded))
 
     # 也检查 mlx-whisper（仅 macOS）
     mlx_available = platform.system() == "Darwin"
@@ -225,16 +221,12 @@ def get_transcriber_models_status():
     if mlx_available:
         from app.transcriber.mlx_whisper_transcriber import MLX_MODEL_MAP
         for size in WHISPER_MODEL_SIZES:
-            mlx_key = f"mlx-{size}"
             repo_id = MLX_MODEL_MAP.get(size)
             # 用 config.json 判定，和 _check_mlx_whisper_model_exists / 加载逻辑保持一致
             downloaded = _check_mlx_whisper_model_exists(size)
-            mlx_statuses.append({
-                "model_size": size,
-                "downloaded": downloaded,
-                "downloading": _downloading.get(mlx_key) == "downloading",
-                "available": repo_id is not None,
-            })
+            row = dl_state.status_row(size, downloaded, key=f"mlx-{size}")
+            row["available"] = repo_id is not None
+            mlx_statuses.append(row)
 
     return R.success(data={
         "whisper": statuses,
@@ -260,21 +252,24 @@ def _do_download_whisper(model_size: str):
     from app.transcriber.whisper_models import resolve_whisper_model, is_local_target
 
     try:
-        _downloading[model_size] = "downloading"
+        dl_state.mark_downloading(model_size)
         model_dir = get_model_dir("whisper")
 
         # 已经下好就不重复下
         if _check_whisper_model_exists(model_size, "whisper"):
-            _downloading[model_size] = "done"
+            dl_state.mark_done(model_size)
             return
 
         target = resolve_whisper_model(model_size)
         if is_local_target(target):
             # 本地模型不下载，只校验 model.bin 是否就位
             ok = (Path(target) / "model.bin").exists()
-            _downloading[model_size] = "done" if ok else "failed"
-            if not ok:
-                logger.warning(f"本地模型 {model_size} 路径 {target} 下没有 model.bin，无法使用")
+            if ok:
+                dl_state.mark_done(model_size)
+            else:
+                msg = f"本地模型路径 {target} 下没有 model.bin，无法使用"
+                logger.warning(f"本地模型 {model_size}：{msg}")
+                dl_state.mark_failed(model_size, msg)
             return
 
         logger.info(f"开始下载 whisper 模型: {model_size} ← {target}")
@@ -292,17 +287,17 @@ def _do_download_whisper(model_size: str):
             ],
         )
         logger.info(f"whisper 模型下载完成: {model_size}")
-        _downloading[model_size] = "done"
+        dl_state.mark_done(model_size)
     except Exception as e:
         logger.error(f"whisper 模型下载失败: {model_size}, {e}")
-        _downloading[model_size] = "failed"
+        dl_state.mark_failed(model_size, str(e))
 
 
 def _do_download_mlx_whisper(model_size: str):
     """后台下载 mlx-whisper 模型。"""
     key = f"mlx-{model_size}"
     try:
-        _downloading[key] = "downloading"
+        dl_state.mark_downloading(key)
         from huggingface_hub import snapshot_download as hf_download
         from app.transcriber.mlx_whisper_transcriber import resolve_mlx_repo_id
 
@@ -310,22 +305,22 @@ def _do_download_mlx_whisper(model_size: str):
             repo_id = resolve_mlx_repo_id(model_size)
         except ValueError as e:
             logger.error(str(e))
-            _downloading[key] = "failed"
+            dl_state.mark_failed(key, str(e))
             return
 
         model_dir = get_model_dir("mlx-whisper")
         model_path = os.path.join(model_dir, repo_id)
         # 用 config.json 判定而非目录存在：半成品目录不能算「已下载」
         if (Path(model_path) / "config.json").exists():
-            _downloading[key] = "done"
+            dl_state.mark_done(key)
             return
         logger.info(f"开始下载 mlx-whisper 模型: {model_size} ← {repo_id}")
         hf_download(repo_id, local_dir=model_path, local_dir_use_symlinks=False)
         logger.info(f"mlx-whisper 模型下载完成: {model_size}")
-        _downloading[key] = "done"
+        dl_state.mark_done(key)
     except Exception as e:
         logger.error(f"mlx-whisper 模型下载失败: {model_size}, {e}")
-        _downloading[key] = "failed"
+        dl_state.mark_failed(key, str(e))
 
 
 @router.post("/transcriber_download")
@@ -338,7 +333,7 @@ def download_transcriber_model(data: ModelDownloadRequest, background_tasks: Bac
         if platform.system() != "Darwin":
             return R.error(msg="MLX Whisper 仅支持 macOS")
         key = f"mlx-{data.model_size}"
-        if _downloading.get(key) == "downloading":
+        if dl_state.is_downloading(key):
             return R.success(msg="模型正在下载中")
         background_tasks.add_task(_do_download_mlx_whisper, data.model_size)
     else:
@@ -346,7 +341,7 @@ def download_transcriber_model(data: ModelDownloadRequest, background_tasks: Bac
         from app.transcriber.whisper_models import get_registry
         if not get_registry().is_known(data.model_size):
             return R.error(msg=f"不支持的模型: {data.model_size}（请先在自定义模型中登记）")
-        if _downloading.get(data.model_size) == "downloading":
+        if dl_state.is_downloading(data.model_size):
             return R.success(msg="模型正在下载中")
         background_tasks.add_task(_do_download_whisper, data.model_size)
 
diff --git a/backend/app/transcriber/model_download_state.py b/backend/app/transcriber/model_download_state.py
new file mode 100644
index 0000000..307db60
--- /dev/null
+++ b/backend/app/transcriber/model_download_state.py
@@ -0,0 +1,75 @@
+"""whisper / mlx 模型后台下载状态跟踪（含失败原因）。
+
+routers.config 的「触发下载」与「查询状态」共享这份进程内内存态：
+  - key：fast-whisper 直接用 model_size；mlx 用 "mlx-{size}" 前缀（与历史一致）
+  - 状态：downloading / done / failed；failed 时另存最近一次错误原因
+
+为什么抽成独立的轻量模块（仅依赖 logger）：
+  1) 把原先散落在 config.py 多处的字符串状态赋值收敛到一处，避免拼写漂移；
+  2) 失败原因能透传到 /transcriber_models_status → 前端，修复「下载失败前端无任何
+     提示、状态一直显示未下载」（issue #402 的衍生问题：原先状态接口只回传
+     downloading/downloaded 两个布尔，failed 态被直接丢弃）；
+  3) 不引入 faster_whisper / ctranslate2 等重依赖，可被单测隔离加载。
+"""
+from typing import Dict, Optional
+
+from app.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+DOWNLOADING = "downloading"
+DONE = "done"
+FAILED = "failed"
+
+# key -> 状态字符串；key -> 最近一次失败原因（仅 failed 时有意义）
+_status: Dict[str, str] = {}
+_errors: Dict[str, str] = {}
+
+
+def mark_downloading(key: str) -> None:
+    _status[key] = DOWNLOADING
+    _errors.pop(key, None)  # 重新开始下载，清掉上一次的失败原因
+
+
+def mark_done(key: str) -> None:
+    _status[key] = DONE
+    _errors.pop(key, None)
+
+
+def mark_failed(key: str, error: str = "") -> None:
+    _status[key] = FAILED
+    if error:
+        _errors[key] = error
+
+
+def get_status(key: str) -> Optional[str]:
+    return _status.get(key)
+
+
+def is_downloading(key: str) -> bool:
+    return _status.get(key) == DOWNLOADING
+
+
+def get_error(key: str) -> Optional[str]:
+    return _errors.get(key)
+
+
+def status_row(name: str, downloaded: bool, key: Optional[str] = None) -> dict:
+    """构造单个模型给前端的状态行：downloaded / downloading / failed (+error)。
+
+    key 默认用 name；mlx 传 "mlx-{size}"。已下载成功（downloaded=True）的模型
+    一律不回传 failed/error——避免「先失败后又下好」时残留旧的错误状态。
+    """
+    k = key if key is not None else name
+    st = _status.get(k)
+    row: dict = {
+        "model_size": name,
+        "downloaded": downloaded,
+        "downloading": st == DOWNLOADING,
+        "failed": (not downloaded) and st == FAILED,
+    }
+    if row["failed"]:
+        err = _errors.get(k)
+        if err:
+            row["error"] = err
+    return row
diff --git a/backend/app/transcriber/whisper_models.py b/backend/app/transcriber/whisper_models.py
index 71dde1c..3a57b8f 100644
--- a/backend/app/transcriber/whisper_models.py
+++ b/backend/app/transcriber/whisper_models.py
@@ -6,7 +6,8 @@
 检测三处，用户想用命名不符合该约定的模型（比如社区微调版、或自己下到本地的模型）就接不上。
 
 本模块把映射**显式化 + 可配置**（对齐 mlx_whisper_transcriber.MLX_MODEL_MAP 的模式）：
-  - 内置：size → Systran/faster-whisper-{size}
+  - 内置：size → faster-whisper 兼容的 CT2 repo_id（多数为 Systran/faster-whisper-{size}；
+    turbo 用社区维护版，见 BUILTIN_WHISPER_MODELS）
   - 自定义：用户在 config/whisper_models.json 登记 {名称: "<repo_id 或本地路径>"}
     （JSON 持久化；Docker 下随 config 卷持久化）
 
@@ -22,7 +23,8 @@ from app.utils.logger import get_logger
 
 logger = get_logger(__name__)
 
-# 内置模型：size → faster-whisper 兼容的 HF repo_id（CTranslate2 转换版，Systran 官方维护）。
+# 内置模型：size → faster-whisper 兼容的 HF repo_id（CTranslate2 转换版）。
+# 多数档位用 Systran 官方维护的转换版；turbo 例外见下。
 BUILTIN_WHISPER_MODELS: Dict[str, str] = {
     "tiny": "Systran/faster-whisper-tiny",
     "base": "Systran/faster-whisper-base",
@@ -31,7 +33,10 @@ BUILTIN_WHISPER_MODELS: Dict[str, str] = {
     "large-v1": "Systran/faster-whisper-large-v1",
     "large-v2": "Systran/faster-whisper-large-v2",
     "large-v3": "Systran/faster-whisper-large-v3",
-    "large-v3-turbo": "Systran/faster-whisper-large-v3-turbo",
+    # issue #402：Systran 没有 turbo 的 CT2 转换版（Systran/faster-whisper-large-v3-turbo
+    # 在 HF 上 401/404），点下载会静默失败、状态一直「未下载」。改用社区维护的 CT2 转换版
+    # （deepdml，直链可达、含 model.bin，与 faster-whisper 的 large-v3-turbo 等价）。
+    "large-v3-turbo": "deepdml/faster-whisper-large-v3-turbo-ct2",
 }
 
 # 前端下拉默认展示的内置档位（保持与历史 WHISPER_MODEL_SIZES 一致，不把 8 个全列出来）
diff --git a/backend/tests/test_model_download_state.py b/backend/tests/test_model_download_state.py
new file mode 100644
index 0000000..861bfff
--- /dev/null
+++ b/backend/tests/test_model_download_state.py
@@ -0,0 +1,113 @@
+"""Unit tests for app.transcriber.model_download_state（模型下载状态 + 失败原因跟踪）。
+
+与 test_whisper_models 一样按文件路径隔离加载，并桩掉 app.utils.logger，
+避免触发 app/__init__.py（会 import faster_whisper 等重依赖）。
+"""
+import importlib.util
+import logging
+import pathlib
+import sys
+import types
+import unittest
+
+ROOT = pathlib.Path(__file__).resolve().parents[1]
+MODULE_PATH = ROOT / "app" / "transcriber" / "model_download_state.py"
+
+
+def _load_module():
+    if "app" not in sys.modules:
+        app_pkg = types.ModuleType("app")
+        app_pkg.__path__ = []
+        sys.modules["app"] = app_pkg
+    if "app.utils" not in sys.modules:
+        utils_pkg = types.ModuleType("app.utils")
+        utils_pkg.__path__ = []
+        sys.modules["app.utils"] = utils_pkg
+    if "app.utils.logger" not in sys.modules:
+        logger_mod = types.ModuleType("app.utils.logger")
+        logger_mod.get_logger = lambda name=None: logging.getLogger(name or "test")
+        sys.modules["app.utils.logger"] = logger_mod
+    spec = importlib.util.spec_from_file_location("model_download_state_under_test", MODULE_PATH)
+    assert spec and spec.loader
+    mod = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(mod)
+    return mod
+
+
+ds = _load_module()
+
+
+class TestDownloadState(unittest.TestCase):
+    def setUp(self):
+        # 模块级单例，测试间互相隔离
+        ds._status.clear()
+        ds._errors.clear()
+
+    def test_unknown_key_defaults(self):
+        row = ds.status_row("tiny", downloaded=False)
+        self.assertEqual(
+            row,
+            {"model_size": "tiny", "downloaded": False, "downloading": False, "failed": False},
+        )
+        self.assertNotIn("error", row)
+        self.assertFalse(ds.is_downloading("tiny"))
+
+    def test_downloading(self):
+        ds.mark_downloading("tiny")
+        self.assertTrue(ds.is_downloading("tiny"))
+        row = ds.status_row("tiny", downloaded=False)
+        self.assertTrue(row["downloading"])
+        self.assertFalse(row["failed"])
+
+    def test_failed_surfaces_error(self):
+        ds.mark_failed("tiny", "401 Repository Not Found")
+        row = ds.status_row("tiny", downloaded=False)
+        self.assertTrue(row["failed"])
+        self.assertFalse(row["downloading"])
+        self.assertEqual(row["error"], "401 Repository Not Found")
+        self.assertEqual(ds.get_error("tiny"), "401 Repository Not Found")
+
+    def test_failed_without_message_has_no_error_field(self):
+        ds.mark_failed("tiny")
+        row = ds.status_row("tiny", downloaded=False)
+        self.assertTrue(row["failed"])
+        self.assertNotIn("error", row)
+
+    def test_downloaded_overrides_failed(self):
+        # 先失败后又下好：downloaded=True 时不应再回传 failed/error
+        ds.mark_failed("tiny", "boom")
+        row = ds.status_row("tiny", downloaded=True)
+        self.assertFalse(row["failed"])
+        self.assertTrue(row["downloaded"])
+        self.assertNotIn("error", row)
+
+    def test_mark_done_clears_error(self):
+        ds.mark_failed("tiny", "boom")
+        ds.mark_done("tiny")
+        self.assertIsNone(ds.get_error("tiny"))
+        row = ds.status_row("tiny", downloaded=True)
+        self.assertFalse(row["failed"])
+
+    def test_redownload_clears_previous_error(self):
+        ds.mark_failed("tiny", "boom")
+        ds.mark_downloading("tiny")  # 重新开始下载
+        self.assertIsNone(ds.get_error("tiny"))
+        row = ds.status_row("tiny", downloaded=False)
+        self.assertTrue(row["downloading"])
+        self.assertFalse(row["failed"])
+        self.assertNotIn("error", row)
+
+    def test_mlx_key_is_independent(self):
+        # mlx 用 "mlx-{size}" 前缀，与 fast-whisper 的同名档位互不影响
+        ds.mark_failed("mlx-tiny", "mlx boom")
+        ds.mark_downloading("tiny")
+        whisper_row = ds.status_row("tiny", downloaded=False)
+        mlx_row = ds.status_row("tiny", downloaded=False, key="mlx-tiny")
+        self.assertTrue(whisper_row["downloading"])
+        self.assertFalse(whisper_row["failed"])
+        self.assertTrue(mlx_row["failed"])
+        self.assertEqual(mlx_row["error"], "mlx boom")
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/backend/tests/test_whisper_models.py b/backend/tests/test_whisper_models.py
index 0f323c1..9f57dba 100644
--- a/backend/tests/test_whisper_models.py
+++ b/backend/tests/test_whisper_models.py
@@ -50,7 +50,19 @@ class TestResolve(unittest.TestCase):
 
     def test_builtin_resolves_to_systran(self):
         self.assertEqual(self.reg.resolve("tiny"), "Systran/faster-whisper-tiny")
-        self.assertEqual(self.reg.resolve("large-v3-turbo"), "Systran/faster-whisper-large-v3-turbo")
+
+    def test_large_v3_turbo_resolves_to_live_repo(self):
+        # 回归 issue #402：Systran 从未发布 turbo 的 CT2 转换版，
+        # 原映射 Systran/faster-whisper-large-v3-turbo 在 HF 上 401/404，
+        # 导致下载静默失败、状态一直「未下载」。改用社区维护的 CT2 转换版。
+        self.assertEqual(
+            self.reg.resolve("large-v3-turbo"),
+            "deepdml/faster-whisper-large-v3-turbo-ct2",
+        )
+        self.assertNotEqual(
+            self.reg.resolve("large-v3-turbo"),
+            "Systran/faster-whisper-large-v3-turbo",
+        )
 
     def test_passthrough_repo_id(self):
         # 用户直接把 HF repo_id 当 model_size 传进来（含 "/"）