Update GhostPackDemo/readme.md

GhostPackDemo/readme.md

@@ -18,10 +18,20 @@ GhostPackDemo integrates **HunyuanVideo** and **FramePack** into a streamlined G
 - **Open Source**: Enhanced by community contributions under Apache 2.0.  
 
 ## Optimizations  
-- **Speed**: Teacache (~40% faster, \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)), Sage-Attention (~5-10% faster, \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)), CUDA Tweaks (~10-15% latency reduction, \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)), Dynamic Scheduling (~15-20% task time, \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \)).  
-- **Memory**: Context Packing (~50% VRAM save, \( M_{\text{VRAM}} \propto O(1) \)), tcmalloc (~5-20% overhead, \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \)), Memory Cache (~25% fewer swaps, \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \)).  
-- **Compute**: Dynamic Batching (~30-50% throughput, \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \)).  
-- **Efficiency**: Power Optimization (~20-30% power save, \( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \)), Thread Tuning (~10-15% CPU boost, \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \)).  
+- **Speed**:  
+  - Teacache: ~40% faster (\( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)).  
+  - Sage-Attention: ~5-10% faster (\( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)).  
+  - CUDA Tweaks: ~10-15% latency reduction (\( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)).  
+  - Dynamic Scheduling: ~15-20% task time reduction (\( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \)).  
+- **Memory**:  
+  - Context Packing: ~50% VRAM save (\( M_{\text{VRAM}} \propto O(1) \)).  
+  - tcmalloc: ~5-20% overhead reduction (\( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \)).  
+  - Memory Cache: ~25% fewer swaps (\( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \)).  
+- **Compute**:  
+  - Dynamic Batching: ~30-50% throughput increase (\( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \)).  
+- **Efficiency**:  
+  - Power Optimization: ~20-30% power save (\( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \)).  
+  - Thread Tuning: ~10-15% CPU boost (\( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \)).  
 - **VRAM Requirements**: GTX 1650 (6GB, ~18-25s/frame), RTX 3050 (8GB, ~15-20s/frame), RTX 3060 (12GB, ~10-15s/frame), RTX 4090 (24GB, ~1.5-2.5s/frame).  
 
 ## Demo  
@@ -83,4 +93,4 @@ Add your own to showcase projects!
 Distributed under Apache 2.0. See [LICENSE](LICENSE) for details.  
 
 👻 GhostPack by ghostai1 | [GitHub](https://github.com/ghostai1/GhostPack) | [Hugging Face](https://huggingface.co/spaces/ghostai1/GhostPack)  
-Created 07:25 PM CDT, June 11, 2025 😈⚡️
+Created 07:29 PM CDT, June 11, 2025 😈⚡️