--- baked-ours/models/deepseek_v4_1/compressor.py	2026-09-10 19:56:14.000000000 +0200
+++ baked/models/deepseek_v4_1/compressor.py	2026-09-11 10:13:47.000000000 +0200
@@ -160,6 +160,8 @@
             head_size=self.state_dim,
             head_size_v=0,
             dtype=self.dtype,
+            # Every DCP rank compresses every token: the ring is replicated.
+            dcp_replicated=True,
         )
 
     def forward(self): ...