Tune Anima TeaCache coefficients

Signed-off-by: akshatvishu <akshatnayak197@gmail.com>

Author: akshatvishu

vllm_omni/diffusion/cache/teacache/config.py

@@ -75,13 +75,14 @@
     ],
     # LongCat Image transformer coefficients
     "LongCatImageTransformer2DModel": [652.5980, -424.1615, 84.5526, -4.5923, 0.1694],
-    # Anima transformer coefficients (copied from Qwen-Image, tune specifically in future)
+    # Anima transformer coefficients estimated from 70 prompts with branch-aware
+    # CFG collection.
     "AnimaTransformer3DModel": [
-        -4.50000000e02,
-        2.80000000e02,
-        -4.50000000e01,
-        3.20000000e00,
-        -2.00000000e-02,
+        -100.26122373358824,
+        46.465363415631714,
+        2.3366374688249225,
+        -0.6316431317883843,
+        0.038771589719745,
     ],
 }