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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+v2_backtest_chart.png filter=lfs diff=lfs merge=lfs -text

app.py

@@ -354,7 +354,10 @@ with gr.Blocks(title="DeepQuant — live paper monitor", theme=gr.themes.Soft())
                 "4. **Never chase noise.** Monthly discipline; changes only on walk-forward proof via the AI committee's "
                 "code validator. Reacting to short-term underperformance was tested — it destroys ≈11%/yr — so the fund "
                 "is built to refuse it.\n\n"
-                "## Simulated record — the recipe, 2005–2026 (walk-forward, net of costs)\n"
+                "## Simulated record — the recipe, 2005–2026 (walk-forward, net of costs)\n")
+            gr.Image("v2_backtest_chart.png", show_label=False, container=False, show_download_button=False,
+                     show_fullscreen_button=False)
+            gr.Markdown(
                 "| | DeepQuant (recipe) | S&P 500 |\n|---|---|---|\n"
                 "| CAGR | **13.99%** | 10.86% |\n| Sharpe | **0.87** | 0.68 |\n"
                 "| Max drawdown | **−44%** | −55% |\n| 2008 | **−29.0%** | −32.6% |\n"