Initial commit: E4B-MarkBase model integration with passing tests

- E4B-MarkBase model (42 layers, 4.4GB) loaded successfully
- All Phase 1-6 tests passed (model loading, forward pass, vision/audio towers, token generation, performance)
- All stress tests passed (5/5 in 127.6s)
  - Concurrent inference
  - Memory stress (67.5 tok/s, 0 NaN)
  - Continuous generation
  - Batch processing
  - Long-running stability
- Swift Metal inference engine with multimodal support

Tests/MarkBaseTests/MoE26BStandardTest.swift

@@ -0,0 +1,46 @@
+import XCTest
+@testable import MarkBase
+
+class MoE26BStandardTest: XCTestCase {
+    
+    func testMoE26BStandardForward() throws {
+        print("\n═══════════════════════════════════════════════════════════════════")
+        print("  MoE 26B-Standard Forward Pass Test")
+        print("═══════════════════════════════════════════════════════════════════\n")
+        
+        let modelPath = "/Users/accusys/MarkBaseEngine/models/gemma-4-26b-standard"
+        
+        guard FileManager.default.fileExists(atPath: modelPath) else {
+            print("⚠ Model not found at \(modelPath)")
+            return
+        }
+        
+        let engine = try MarkBaseEngine(autoCompile: true)
+        
+        print("Loading 26B-Standard...")
+        let model = try E4BModel(modelDir: modelPath, engine: engine, maxContextLength: 128)
+        
+        print("✓ Model loaded")
+        print("  Layers: \(model.numHiddenLayers)")
+        print("  Hidden: \(model.hiddenSize)")
+        print("  Vocab: \(model.vocabSize)")
+        
+        print("\nTesting forward pass...")
+        let result = try model.forwardOptimized(tokenId: 2, position: 0)
+        
+        let nanCount = result.filter { $0.isNaN }.count
+        print("Forward result: NaN=\(nanCount)/\(result.count)")
+        
+        if nanCount == 0 {
+            print("✓✓✓ Zero NaN - MoE model success!")
+        } else {
+            print("✗ NaN detected in MoE forward")
+        }
+        
+        print("\n═══════════════════════════════════════════════════════════════════")
+        print("  Test completed")
+        print("═══════════════════════════════════════════════════════════════════\n")
+        
+        XCTAssertEqual(nanCount, 0, "MoE forward should not produce NaN")
+    }
+}