diff --git a/routes/cookbook_helpers.py b/routes/cookbook_helpers.py
index 9dc232a..7ff2b70 100644
--- a/routes/cookbook_helpers.py
+++ b/routes/cookbook_helpers.py
@@ -552,6 +552,27 @@ def _append_llama_cpp_linux_accel_build_lines(runner_lines: list[str]) -> None:
     runner_lines.append('      cmake -B build -DCMAKE_BUILD_TYPE=Release && cmake --build build -j"$NPROC" --target llama-server && ln -sf ~/llama.cpp/build/bin/llama-server ~/bin/llama-server')
     runner_lines.append('    fi')
 
+
+def _llama_cpp_rebuild_cmd() -> str:
+    """Shell command that clears the Cookbook-managed llama.cpp build.
+
+    Removes the cached ``llama-server`` symlink and the ``~/llama.cpp/build``
+    directory so the next llama.cpp serve recompiles from source, picking up a
+    CUDA or HIP toolchain if one is now available. The serve bootstrap only
+    builds when ``llama-server`` is missing from PATH, so without this an
+    existing CPU-only build is reused forever. It deliberately installs and
+    downloads nothing; the rebuild itself happens on the next serve.
+    """
+    return (
+        'mkdir -p "$HOME/bin" && '
+        'rm -f "$HOME/bin/llama-server" && '
+        'rm -rf "$HOME/llama.cpp/build" && '
+        'echo "[odysseus] Cleared the cached llama.cpp build. '
+        'Re-launch the serve task to rebuild llama-server from source '
+        '(CUDA or HIP will be used if a toolchain is now available)."'
+    )
+
+
 class ModelDownloadRequest(BaseModel):
     repo_id: str
     include: str | None = None  # glob pattern e.g. "*Q4_K_M*"
diff --git a/routes/shell_routes.py b/routes/shell_routes.py
index 8565319..3be54ab 100644
--- a/routes/shell_routes.py
+++ b/routes/shell_routes.py
@@ -1058,4 +1058,39 @@ def setup_shell_routes() -> APIRouter:
             return {"ok": True, "output": stdout.decode()[-200:]}
         return {"ok": False, "error": stderr.decode()[-300:]}
 
+    @router.post("/api/cookbook/rebuild-engine")
+    async def rebuild_engine(request: Request):
+        """Clear the cached llama.cpp build so the next serve recompiles.
+
+        Admin only — this removes the Cookbook-managed ``~/bin/llama-server``
+        symlink and ``~/llama.cpp/build`` directory, locally or on the selected
+        remote server. It installs and downloads nothing; the next llama.cpp
+        serve rebuilds from source and picks up CUDA/HIP if a toolchain is now
+        present. This is the missing "force a fresh GPU build" lever for hosts
+        stuck on a CPU-only llama-server.
+        """
+        _require_admin(request)
+        from routes.cookbook_helpers import _llama_cpp_rebuild_cmd
+        body = await request.json()
+        engine = str(body.get("engine") or "llamacpp").strip()
+        if engine != "llamacpp":
+            return {"ok": False, "error": f"Unsupported engine: {engine}"}
+        host = str(body.get("remote_host") or "").strip()
+        ssh_port = body.get("ssh_port")
+        cmd = _llama_cpp_rebuild_cmd()
+        try:
+            argv = (_ssh_base_argv(host, ssh_port) + [cmd]) if host else ["bash", "-lc", cmd]
+        except ValueError as e:
+            raise HTTPException(400, str(e))
+        try:
+            proc = await asyncio.create_subprocess_exec(
+                *argv, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
+            )
+            out, err = await asyncio.wait_for(proc.communicate(), timeout=30)
+        except asyncio.TimeoutError:
+            return {"ok": False, "error": "Rebuild-engine command timed out."}
+        if proc.returncode == 0:
+            return {"ok": True, "output": out.decode("utf-8", errors="replace")[-400:]}
+        return {"ok": False, "error": err.decode("utf-8", errors="replace")[-400:]}
+
     return router
diff --git a/static/js/cookbook.js b/static/js/cookbook.js
index fe8b073..fa4b589 100644
--- a/static/js/cookbook.js
+++ b/static/js/cookbook.js
@@ -1018,6 +1018,51 @@ function _wireTabEvents(body) {
     });
   }
 
+  // "Rebuild llama.cpp" clears the cached build so the next serve recompiles.
+  // The serve bootstrap only builds llama-server when it is missing from PATH,
+  // so a host that first built CPU-only (no nvcc at build time) keeps reusing
+  // that binary forever; this is the lever to force a fresh GPU build after a
+  // CUDA/ROCm toolkit is installed.
+  const rebuildBtn = document.getElementById('cookbook-rebuild-engine');
+  if (rebuildBtn && !rebuildBtn._wired) {
+    rebuildBtn._wired = true;
+    rebuildBtn.addEventListener('click', async () => {
+      // Match _installDep: honor the Dependencies server selector so the clear
+      // runs on the same host the build runs on.
+      const sel = document.getElementById('hwfit-deps-server');
+      if (sel) _applyServerSelection(sel.value);
+      const host = _envState.remoteHost || '';
+      const where = host || 'this server';
+      if (!confirm(`Rebuild the llama.cpp engine on ${where}?\n\nThis clears the cached llama-server build so the next serve recompiles from source (with CUDA/HIP if a toolchain is present). It does not download or install anything.`)) return;
+      const _label = rebuildBtn.textContent;
+      rebuildBtn.disabled = true;
+      rebuildBtn.textContent = 'Clearing...';
+      try {
+        const res = await fetch('/api/cookbook/rebuild-engine', {
+          method: 'POST', credentials: 'same-origin',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({
+            engine: 'llamacpp',
+            remote_host: host || undefined,
+            ssh_port: _getPort(host) || undefined,
+          }),
+        });
+        const data = await res.json().catch(() => ({}));
+        if (!res.ok || !data.ok) {
+          const reason = data.detail || data.error || `HTTP ${res.status}`;
+          uiModule.showToast('Rebuild failed: ' + String(reason).slice(0, 200));
+        } else {
+          uiModule.showToast(`Cleared llama.cpp build on ${where}. Re-launch the serve task to rebuild with GPU support.`);
+        }
+      } catch (err) {
+        uiModule.showToast('Rebuild failed: ' + err.message);
+      } finally {
+        rebuildBtn.disabled = false;
+        rebuildBtn.textContent = _label;
+      }
+    });
+  }
+
   // Serve sort
   const serveSort = document.getElementById('serve-sort');
   if (serveSort) {
@@ -1616,6 +1661,7 @@ function _renderRecipes() {
   html += '<div class="admin-card" style="flex:1;display:flex;flex-direction:column;overflow:hidden;">';
   html += '<div style="display:flex;align-items:center;gap:8px;margin-bottom:4px;">';
   html += '<h2 style="margin:0;padding:0;line-height:1;">Dependencies</h2>';
+  html += '<button class="cookbook-field-input" id="cookbook-rebuild-engine" title="Clear the cached llama.cpp build so the next serve recompiles from source (use after installing a CUDA/ROCm toolkit to turn a CPU-only build into a GPU build)." style="height:24px;font-size:10px;padding:0 8px;cursor:pointer;width:auto;">Rebuild llama.cpp</button>';
   html += '<span style="font-size:10px;opacity:0.5;margin-left:auto;">Server</span>';
   html += '<select class="cookbook-field-input" id="hwfit-deps-server" style="height:28px;min-width:70px;">';
   html += _buildServerOpts(false);
diff --git a/tests/test_cookbook_helpers.py b/tests/test_cookbook_helpers.py
index cd7c980..ae73e92 100644
--- a/tests/test_cookbook_helpers.py
+++ b/tests/test_cookbook_helpers.py
@@ -10,6 +10,7 @@ from routes.cookbook_helpers import (
     _append_llama_cpp_linux_accel_build_lines,
     _append_serve_exit_code_lines,
     _append_serve_preflight_exit_lines,
+    _llama_cpp_rebuild_cmd,
     _local_tooling_path_export,
     _pip_install_attempt,
     _pip_install_fallback_chain,
@@ -338,6 +339,38 @@ def test_llama_cpp_linux_bootstrap_keeps_cpu_fallback_when_no_gpu_toolchain():
     assert 'WARNING: no HIP/CUDA toolchain found — building llama-server for CPU only.' in script
     assert 'Install ROCm for AMD GPUs or vLLM/CUDA tooling for NVIDIA' in script
 
+
+def test_llama_cpp_rebuild_cmd_clears_cached_build_paths():
+    cmd = _llama_cpp_rebuild_cmd()
+
+    # Must remove both the cached symlink and the build dir the serve bootstrap
+    # links/creates, so the next serve recompiles from source.
+    assert 'rm -f "$HOME/bin/llama-server"' in cmd
+    assert 'rm -rf "$HOME/llama.cpp/build"' in cmd
+    # Recreates ~/bin so a never-served host does not error on a missing dir.
+    assert 'mkdir -p "$HOME/bin"' in cmd
+    # Diagnosis-only on the destructive side: it must not install or fetch.
+    assert 'pip install' not in cmd
+    assert 'git clone' not in cmd
+    assert 'curl' not in cmd and 'wget' not in cmd
+
+
+def test_llama_cpp_rebuild_cmd_runs_clean_on_a_fresh_home(tmp_path):
+    """The command should succeed even when neither path exists yet."""
+    import os
+
+    env = dict(os.environ)
+    env["HOME"] = str(tmp_path)
+    result = subprocess.run(
+        ["bash", "-c", _llama_cpp_rebuild_cmd()],
+        capture_output=True, text=True, env=env, timeout=10,
+    )
+
+    assert result.returncode == 0, result.stderr
+    assert (tmp_path / "bin").is_dir()
+    assert "Cleared the cached llama.cpp build" in result.stdout
+
+
 def test_cached_model_scan_reports_plain_dir_gguf(tmp_path):
     """Custom download dirs may sit inside the HF hub cache and contain plain
     per-model folders. They must show up in Serve and keep the GGUF signal."""