Update manifest with TorchScript model info

manifest.json

@@ -1,50 +1,50 @@
 {
   "name": "xtts_v2_mobile",
   "version": "2.0.3",
+  "description": "XTTS v2 optimized for mobile deployment with TorchScript",
+  "export_type": "torchscript",
   "torch_version": "2.8.0",
-  "export_type": "checkpoint",
   "sample_rate_hz": 24000,
   "languages": [
-    "en",
-    "es",
-    "fr",
-    "de",
-    "it",
-    "pt",
-    "pl",
-    "tr",
-    "ru",
-    "nl",
-    "cs",
-    "ar",
-    "zh",
-    "ja",
-    "ko",
-    "hu",
-    "hi"
+    "en", "es", "fr", "de", "it", "pt", "pl", "tr",
+    "ru", "nl", "cs", "ar", "zh", "ja", "ko", "hu", "hi"
   ],
-  "files": {
-    "config.json": {
-      "sha256": "521b884df69c699a147934b1c6eedc74048286510fa2fac661f8ebb80b9cd775",
-      "size_bytes": 3972,
-      "size_mb": 0.0
+  "variants": {
+    "original": {
+      "file": "original/xtts_infer_original.ts",
+      "size_mb": 1162.64,
+      "quantization": "none",
+      "memory_estimate_mb": 1500,
+      "recommended_ram_gb": 4
     },
-    "xtts_v2_checkpoint.pth": {
-      "sha256": "3ffb4fa72f9ca3e31b232f4e4f7a6d50eb94056e7637b766eb2d451756db8a5b",
-      "size_bytes": 1868074396,
-      "size_mb": 1781.53
+    "fp16": {
+      "file": "fp16/xtts_infer_fp16.ts",
+      "size_mb": 581.40,
+      "quantization": "fp16",
+      "memory_estimate_mb": 800,
+      "recommended_ram_gb": 3
+    }
+  },
+  "usage": {
+    "android": {
+      "gradle": "implementation 'org.pytorch:pytorch_android_lite:2.1.0'",
+      "load": "Module module = Module.load(modelPath);",
+      "inference": "Tensor output = module.forward(IValue.from(text), IValue.from(lang)).toTensor();"
     },
-    "xtts_v2_mobile.pth": {
-      "sha256": "190b61f1826184eec95eab7358eedb8bbcd1b14c3c1222a76b2bb97736c4e06f",
-      "size_bytes": 1867968883,
-      "size_mb": 1781.43
+    "ios": {
+      "podfile": "pod 'LibTorch-Lite', '~> 2.1.0'",
+      "load": "TorchModule *module = [[TorchModule alloc] initWithFileAtPath:modelPath];",
+      "inference": "at::Tensor output = [module forward:@[text, language]];"
+    },
+    "react_native": {
+      "download": "See README for download instructions",
+      "native_module": "XTTSModule.speak(text, language)"
     }
   },
-  "usage_notes": [
-    "Load checkpoint with torch.load() in your mobile app",
-    "Implement tokenization on the app side",
-    "Use speaker embeddings from default_speakers",
-    "Exported with PyTorch 2.8.0 - use matching LibTorch version"
-  ],
-  "default_speakers": []
+  "recommendations": {
+    "best_quality": "original",
+    "best_balance": "fp16",
+    "low_memory_devices": "Use fp16 variant for devices with <4GB RAM",
+    "high_end_devices": "Use original for flagship devices with 6GB+ RAM"
+  }
 }