Fix d_text=768->512 (CLIP-ViT-B/32 outputs 512, not 768). Verified end-to-end on CPU with real Pokemon data.

LiRA_Training.ipynb

@@ -362,7 +362,7 @@
     "        'small': {'d_model': 512, 'n_blocks': 16, 'd_state': 12, 'd_reason': 128, 'max_reason': 4, 'ffn_expand': 2.5, 'cross_every': 4, 'n_heads': 8},\n",
     "    }\n",
     "\n",
-    "    def __init__(self, config_name='tiny', in_ch=4, d_text=768, patch_size=2):\n",
+    "    def __init__(self, config_name='tiny', in_ch=4, d_text=512, patch_size=2):\n",
     "        super().__init__()\n",
     "        c = self.CONFIGS[config_name]\n",
     "        d = c['d_model']\n",
@@ -439,7 +439,7 @@
     "        return x, reason_info\n",
     "\n",
     "\n",
-    "model = LiRAModel(MODEL_SIZE, in_ch=4, d_text=768, patch_size=2).to(device)\n",
+    "model = LiRAModel(MODEL_SIZE, in_ch=4, d_text=512, patch_size=2).to(device)\n",
     "n_params = sum(p.numel() for p in model.parameters())\n",
     "print(f\"\\n✅ LiRA-{MODEL_SIZE.capitalize()} created: {n_params/1e6:.1f}M parameters\")\n",
     "print(f\"   Model size (fp16): {n_params*2/1024**2:.0f} MB\")"