chore: import upstream snapshot with attribution

2026-07-13 12:55:37 +08:00
commit 7ce4c8e27e
5900 changed files with 1668062 additions and 0 deletions
@@ -0,0 +1,34 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+
+from unittest.mock import Mock, patch
+
+
+def test_nemotron_h_lm_head_receives_quant_config():
+    from vllm.model_executor.models.nemotron_h import NemotronHForCausalLM
+
+    mock_quant_config = Mock()
+
+    mock_hf_config = Mock()
+    mock_hf_config.vocab_size = 128
+    mock_hf_config.hidden_size = 64
+
+    mock_vllm_config = Mock()
+    mock_vllm_config.model_config.hf_config = mock_hf_config
+    mock_vllm_config.model_config.dtype = None
+    mock_vllm_config.scheduler_config = Mock()
+    mock_vllm_config.quant_config = mock_quant_config
+
+    with (
+        patch("vllm.model_executor.models.nemotron_h.NemotronHModel") as MockModel,
+        patch("vllm.model_executor.models.nemotron_h.ParallelLMHead") as MockLMHead,
+        patch("vllm.model_executor.models.nemotron_h.LogitsProcessor"),
+    ):
+        MockModel.return_value.make_empty_intermediate_tensors = Mock()
+        MockModel.return_value.has_moe = False
+
+        NemotronHForCausalLM(vllm_config=mock_vllm_config)
+
+        MockLMHead.assert_called_once()
+        call_kwargs = MockLMHead.call_args.kwargs
+        assert call_kwargs["quant_config"] is mock_quant_config