[Feat][BugFix]Support the Qwen3-Next-80B-A3B-Instruct quantization model&Fix the NZ issue (#4245)
### What this PR does / why we need it?
Support the Qwen3-Next-80B-A3B-Instruct quantization model and Fix the
NZ issue. Triton kernel doesn't support data format nz, thus we skip
converting weight to nz on layer `conv1d`
- vLLM version: v0.11.0
- vLLM main:
2918c1b49c
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Signed-off-by: IncSec <1790766300@qq.com>
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@@ -797,7 +797,6 @@ class TestAscendMLAImpl(TestBase):
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self.assertEqual(q_pe.shape[1], self.impl.num_heads)
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self.assertEqual(q_pe.shape[2], self.impl.qk_rope_head_dim)
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@patch('vllm_ascend.utils._ENABLE_NZ', True)
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@patch('torch_npu.npu_format_cast')
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def test_process_weights_after_loading(self, mock_format_cast):
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layer = MagicMock(spec=LinearBase)
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