diff --git a/patches/deepseek_v4.py b/patches/deepseek_v4.py index 2a601c6..394d6e4 100644 --- a/patches/deepseek_v4.py +++ b/patches/deepseek_v4.py @@ -761,7 +761,7 @@ class DeepseekV4MegaMoEExperts(nn.Module): return w_packed, scale_exp def get_symm_buffer(self): - import vllm.third_party.deep_gemm as deep_gemm + from deep_gemm.mega import nvfp4 as nvfp4_mega group = get_ep_group().device_group device = torch.accelerator.current_device_index() @@ -776,7 +776,8 @@ class DeepseekV4MegaMoEExperts(nn.Module): ) symm_buffer = self._symm_buffer_cache.get(key) if symm_buffer is None: - symm_buffer = deep_gemm.get_symm_buffer_for_mega_moe( + # NVFP4 SymmBuffer: 2x SF size due to group_size=16 (vs MXFP4's 32) + symm_buffer = nvfp4_mega.get_symm_buffer_for_nvfp4_mega_moe( group, self.num_experts, self.max_num_tokens,