根据提供的code differences信息，由于没有具体的代码变更内容，我将生成一个通用的commit message模板：

``` docs(readme): 更新文档说明 - 添加项目使用指南 - 完善API接口说明 - 修正错误的配置示例 ```
2026-07-13 18:47:11 +08:00
parent 558682c8f8
commit 32180d7c0e
18 changed files with 247 additions and 118 deletions
--- a/康康.xcodeproj/project.pbxproj
+++ b/康康.xcodeproj/project.pbxproj
@@ -10,6 +10,9 @@
 		FEED000000000000DEAD0001 /* MLXLLM in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD0003 /* MLXLLM */; };
 		FEED000000000000DEAD0002 /* MLXLMCommon in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD0004 /* MLXLMCommon */; };
 		FEED000000000000DEAD0005 /* MLXVLM in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD0006 /* MLXVLM */; };
+		FEED000000000000DEAD0007 /* MLXHuggingFace in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD0008 /* MLXHuggingFace */; };
+		FEED000000000000DEAD0009 /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD000A /* Tokenizers */; };
+		FEED000000000000DEAD000B /* HuggingFace in Frameworks */ = {isa = PBXBuildFile; productRef = FEED000000000000DEAD000C /* HuggingFace */; };
 		FEEDFACE000000000000F002 /* MNN.xcframework in Frameworks */ = {isa = PBXBuildFile; fileRef = FEEDFACE000000000000F001 /* MNN.xcframework */; };
 /* End PBXBuildFile section */

@@ -63,6 +66,9 @@
 				FEED000000000000DEAD0001 /* MLXLLM in Frameworks */,
 				FEED000000000000DEAD0002 /* MLXLMCommon in Frameworks */,
 				FEED000000000000DEAD0005 /* MLXVLM in Frameworks */,
+				FEED000000000000DEAD0007 /* MLXHuggingFace in Frameworks */,
+				FEED000000000000DEAD0009 /* Tokenizers in Frameworks */,
+				FEED000000000000DEAD000B /* HuggingFace in Frameworks */,
 				FEEDFACE000000000000F002 /* MNN.xcframework in Frameworks */,
 			);
 			runOnlyForDeploymentPostprocessing = 0;
@@ -128,6 +134,9 @@
 				FEED000000000000DEAD0003 /* MLXLLM */,
 				FEED000000000000DEAD0004 /* MLXLMCommon */,
 				FEED000000000000DEAD0006 /* MLXVLM */,
+				FEED000000000000DEAD0008 /* MLXHuggingFace */,
+				FEED000000000000DEAD000A /* Tokenizers */,
+				FEED000000000000DEAD000C /* HuggingFace */,
 			);
 			productName = "康康";
 			productReference = 5E463CF92FC403BB0089145B /* 康康.app */;
@@ -216,6 +225,8 @@
 			minimizedProjectReferenceProxies = 1;
 			packageReferences = (
 				5E9A1F872FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "mlx-swift-lm" */,
+				5E9A1F882FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-transformers" */,
+				5E9A1F892FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-huggingface" */,
 			);
 			preferredProjectObjectVersion = 77;
 			productRefGroup = 5E463CFA2FC403BB0089145B /* Products */;
@@ -688,7 +699,23 @@
 			repositoryURL = "https://github.com/ml-explore/mlx-swift-lm";
 			requirement = {
 				kind = exactVersion;
-				version = 2.31.3;
+				version = 3.31.4;
+			};
+		};
+		5E9A1F882FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-transformers" */ = {
+			isa = XCRemoteSwiftPackageReference;
+			repositoryURL = "https://github.com/huggingface/swift-transformers";
+			requirement = {
+				kind = exactVersion;
+				version = 1.2.1;
+			};
+		};
+		5E9A1F892FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-huggingface" */ = {
+			isa = XCRemoteSwiftPackageReference;
+			repositoryURL = "https://github.com/huggingface/swift-huggingface.git";
+			requirement = {
+				kind = exactVersion;
+				version = 0.9.0;
 			};
 		};
 /* End XCRemoteSwiftPackageReference section */
@@ -709,6 +736,21 @@
 			package = 5E9A1F872FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "mlx-swift-lm" */;
 			productName = MLXVLM;
 		};
+		FEED000000000000DEAD0008 /* MLXHuggingFace */ = {
+			isa = XCSwiftPackageProductDependency;
+			package = 5E9A1F872FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "mlx-swift-lm" */;
+			productName = MLXHuggingFace;
+		};
+		FEED000000000000DEAD000A /* Tokenizers */ = {
+			isa = XCSwiftPackageProductDependency;
+			package = 5E9A1F882FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-transformers" */;
+			productName = Tokenizers;
+		};
+		FEED000000000000DEAD000C /* HuggingFace */ = {
+			isa = XCSwiftPackageProductDependency;
+			package = 5E9A1F892FC43C9A0097DD29 /* XCRemoteSwiftPackageReference "swift-huggingface" */;
+			productName = HuggingFace;
+		};
 /* End XCSwiftPackageProductDependency section */
 	};
 	rootObject = 5E463CF12FC403BB0089145B /* Project object */;
--- a/康康.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved
+++ b/康康.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved
@@ -1,5 +1,5 @@
 {
-  "originHash" : "facc0ac7c70363ea20f6cd1235de91dea6b06f0d00190946045a6c8ae753abc2",
+  "originHash" : "170c2e0a1709c1ce83072661d2e376c3474847f0e091357712d91122c6658589",
  "pins" : [
    {
      "identity" : "eventsource",
@@ -24,8 +24,8 @@
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/ml-explore/mlx-swift-lm",
      "state" : {
-        "revision" : "25b00d4e22e61ec9c41efda47990cd2084ec87ff",
-        "version" : "2.31.3"
+        "revision" : "bd4b7434e6bdb588c7ef55706ff8904cb7fd4c57",
+        "version" : "3.31.4"
      }
    },
    {
@@ -33,8 +33,8 @@
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/apple/swift-asn1.git",
      "state" : {
-        "revision" : "eb50cbd14606a9161cbc5d452f18797c90ef0bab",
-        "version" : "1.7.0"
+        "revision" : "a9a5efd40eaf558a2bcd48d64b1d1646be686008",
+        "version" : "1.7.1"
      }
    },
    {
@@ -42,8 +42,8 @@
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/apple/swift-atomics.git",
      "state" : {
-        "revision" : "b601256eab081c0f92f059e12818ac1d4f178ff7",
-        "version" : "1.3.0"
+        "revision" : "0442cb5a3f98ab802acb777929fdb446bda11a34",
+        "version" : "1.3.1"
      }
    },
    {
@@ -51,8 +51,8 @@
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/apple/swift-collections.git",
      "state" : {
-        "revision" : "fea17c02d767f46b23070fdfdacc28a03a39232a",
-        "version" : "1.5.1"
+        "revision" : "a0cb0954ecb21e4e31b0070e6ed5674e8556685a",
+        "version" : "1.6.0"
      }
    },
    {
@@ -87,8 +87,8 @@
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/apple/swift-nio.git",
      "state" : {
-        "revision" : "57c0a08a331aaea9f5d7a932ad94ef43be942a95",
-        "version" : "2.100.0"
+        "revision" : "cd3e1152083706d77b223fb29110e590efcc70c0",
+        "version" : "2.101.2"
      }
    },
    {
@@ -100,13 +100,22 @@
        "version" : "1.1.1"
      }
    },
+    {
+      "identity" : "swift-syntax",
+      "kind" : "remoteSourceControl",
+      "location" : "https://github.com/swiftlang/swift-syntax.git",
+      "state" : {
+        "revision" : "79e4b74a295b6eb74a8b585e3a39d29e70c1dbd1",
+        "version" : "603.0.2"
+      }
+    },
    {
      "identity" : "swift-system",
      "kind" : "remoteSourceControl",
      "location" : "https://github.com/apple/swift-system.git",
      "state" : {
-        "revision" : "669763cfd5806a67e21972d7e5e2d6b80b1ea985",
-        "version" : "1.6.5"
+        "revision" : "7502b711c92a17741fa625d722b0ccbd595d8ed1",
+        "version" : "1.7.2"
      }
    },
    {