Add Analysis configuration parameters

coupling_analysis_config.json

@@ -0,0 +1,33 @@
+{
+  "model_config": {
+    "model_name": "meta-llama/Llama-2-7b-hf",
+    "target_layers": [
+      "model.layers.28",
+      "model.layers.29",
+      "model.layers.30",
+      "model.layers.31"
+    ],
+    "target_component": "mlp.down_proj",
+    "layer_selection_reason": "Last 4 layers chosen for semantic richness and memory optimization"
+  },
+  "coupling_analysis": {
+    "method": "gradient_cosine_similarity",
+    "gradient_computation": "∇_θ log P(answer|question)",
+    "normalization": "L2 normalization",
+    "high_coupling_threshold": 0.4,
+    "batch_size": 2000,
+    "memory_optimization": true
+  },
+  "dataset_processing": {
+    "source_dataset": "hotpotqa",
+    "total_samples": 97852,
+    "format": "cloze_style_questions",
+    "question_template": "Given the context: {context}, the answer to '{question}' is [MASK]."
+  },
+  "hardware_specs": {
+    "gpu": "NVIDIA A40",
+    "vram": "46GB",
+    "gpu_memory_allocated": "~21GB during analysis",
+    "gpu_memory_reserved": "~43GB during analysis"
+  }
+}