feat(multimodal): Add MultiModal-GPT analysis and implementation insi…

multimodal-gpt-analysis.md

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+# MultiModal-GPT: Advanced Vision-Language Dialogue System Analysis
+
+## Technical Overview
+
+### Core Innovations
+1. **Architecture Enhancement**
+   - Built on OpenFlamingo foundation
+   - Implements Low-rank Adapter (LoRA) in dual attention mechanisms:
+     - Gated cross-attention
+     - Self-attention components
+   - Optimized for efficient fine-tuning
+
+### Key Technical Components
+
+#### Instruction Tuning Framework
+```python
+class MultiModalInstructionTuning:
+    def __init__(self):
+        self.vision_encoder = VisionEncoder()
+        self.language_model = LoRAEnhancedLLM()
+        self.cross_attention = GatedCrossAttention()
+
+    def process_instruction(self, image, text):
+        visual_features = self.vision_encoder(image)
+        text_features = self.language_model(text)
+        return self.cross_attention(visual_features, text_features)