Update app.py

app.py

@@ -154,10 +154,10 @@ class ResearchConstants:
     RECENT_BOOST_FACTOR: float = 0.1           # Boost factor for recent tokens
     PROGRESSIVE_MIN_RATIO: float = 0.0001      # Minimum ratio to prevent division by zero
     
-    # Kernel size thresholds (explicit sequence length boundaries)
-    KERNEL_SIZE_SMALL_THRESHOLD: int = 1024    # Small sequence threshold
-    KERNEL_SIZE_MEDIUM_THRESHOLD: int = 4096   # Medium sequence threshold
-    KERNEL_SIZE_LARGE_THRESHOLD: int = 16384   # Large sequence threshold
+    # Kernel size thresholds (explicit sequence length boundaries - adjusted for GPT-Neo)
+    KERNEL_SIZE_SMALL_THRESHOLD: int = 512     # Small sequence threshold
+    KERNEL_SIZE_MEDIUM_THRESHOLD: int = 1024   # Medium sequence threshold  
+    KERNEL_SIZE_LARGE_THRESHOLD: int = 1536    # Large sequence threshold
     
     # Precision level defaults (research-validated for 450x compression)
     DEFAULT_PRECISION_LEVELS_AGGRESSIVE: List[PrecisionLevel] = field(default_factory=lambda: [