[1/N][Refactor][Quantization] remove redundant quantizer class (#2680)

### What this PR does / why we need it?

AscendQuantizer/LLMQuantizer class is used to select quant method based
on quant config and some other arguments,
but it is more simple and clean replacing these classes with map. So i
remove them.

### Does this PR introduce _any_ user-facing change?
No 

### How was this patch tested?

ut and e2e test


- vLLM version: v0.10.1.1
- vLLM main:
6997a25ac6

Signed-off-by: 22dimensions <waitingwind@foxmail.com>
This commit is contained in:
22dimensions
2025-09-04 11:35:14 +08:00
committed by GitHub
parent d4370ebc42
commit 37f5a29cd4
10 changed files with 321 additions and 554 deletions

View File

@@ -24,7 +24,6 @@ from vllm.model_executor.layers.fused_moe import FusedMoEMethodBase
from vllm_ascend.ascend_forward_context import _get_fused_moe_state
from vllm_ascend.quantization.quant_config import AscendFusedMoEMethod
from vllm_ascend.quantization.quantizer import W8A8Quantizer
from vllm_ascend.torchair.ops.torchair_fused_moe import (
TorchairAscendFusedMoE, TorchairAscendUnquantizedFusedMoEMethod)
from vllm_ascend.utils import AscendSocVersion, adapt_patch # noqa E402
@@ -236,12 +235,9 @@ class TestTorchairAscendFusedMoe:
mock_quant_method = MockFusedMoEMethod()
mock_quant_config.get_quant_method.return_value = mock_quant_method
mock_quant_config.is_layer_skipped_ascend.return_value = False
with patch(
'vllm_ascend.quantization.quantizer.AscendQuantizer.get_quantizer',
return_value=W8A8Quantizer):
with patch("vllm_ascend.quantization.quant_config.get_quant_method"):
moe = TorchairAscendFusedMoE(**default_moe_config,
quant_config=mock_quant_config)
assert moe.quant_method is not None
assert isinstance(moe.quant_method, AscendFusedMoEMethod)