[Models] Improve iteration over layers (#19497)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-08-29 02:26:34 +01:00
parent 235c9db8a7
commit de533ab2a1
65 changed files with 129 additions and 83 deletions
--- a/vllm/model_executor/models/nemotron_h.py
+++ b/vllm/model_executor/models/nemotron_h.py
@@ -399,8 +399,7 @@ class NemotronHModel(nn.Module):

        residual = None
        num_non_mamba_layers = 0
-        for i in range(len(self.layers)):
-            layer = self.layers[i]
+        for i, layer in enumerate(self.layers):
            layer_mamba_cache_params = None
            if isinstance(layer,
                          NemotronHMambaDecoderLayer) and mamba_cache_params: