feat(anima): add cached quantization profiles

simple_syrup/runtime/quant_cache_settings.py

@@ -0,0 +1,28 @@
+# SimpleSyrup - workflow-focused ComfyUI extensions for image generation
+# Copyright (C) 2026  Artificial Sweetener and contributors
+# SPDX-License-Identifier: AGPL-3.0-or-later
+
+"""Adapt persisted SimpleSyrup settings to the quant cache byte budget."""
+
+from __future__ import annotations
+
+from .settings_repository import SimpleSyrupSettingsRepository
+
+BYTES_PER_GIB = 1024**3
+
+
+class SettingsQuantCacheLimitProvider:
+    """Read the authoritative global quant cache limit from backend settings."""
+
+    def __init__(
+        self,
+        repository: SimpleSyrupSettingsRepository | None = None,
+    ) -> None:
+        """Create a provider with injectable settings persistence."""
+
+        self._repository = repository or SimpleSyrupSettingsRepository()
+
+    def limit_bytes(self) -> int:
+        """Return the configured integer GiB limit in bytes."""
+
+        return self._repository.load().quant_cache_limit_gib * BYTES_PER_GIB