shaopeng-666 6e8d3681ae [bugdix] The problem that the w4a8 weight fails to be loaded when the EP is not enabled is resolved. (#7090) ...

### What this PR does / why we need it?
This is a bug fix to resolve the issue where the MOE model fails to load
quantized weights in w4a8 format when EP is not enabled.The parameters
["weight_scale_second", "weight_offset_second", "scale_bias"] shall be
parsed in per-group mode, regardless of other conditions.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?

- vLLM version: v0.16.0
- vLLM main:
4034c3d32e

Signed-off-by: 李少鹏 <lishaopeng21@huawei.com>

2026-03-10 16:57:05 +08:00

..

_310p

[Feat] [310p] Support w8a8sc quantization method (#7075)

2026-03-10 16:13:20 +08:00

_cann_ops_custom

[Kernel] add custom op GmmSwigluQuantWeightNzTensorList (#3804)

2025-11-28 18:06:39 +08:00

attention

[eagle][cp] fix eagle_cp enable bug2 (#7079)

2026-03-10 16:32:49 +08:00

compilation

[bugfix] fix pass bug: pass really rope dim for npu_rotary_embedding (#6880)

2026-03-06 19:35:17 +08:00

core

[v0.16.0][P/D][Bugfix] Support ALL D-Nodes in fullgraph when running MTP in PD (#6948)

2026-03-06 10:01:33 +08:00

device

[misc] move mxfp_compat into device to decouple from quantization init chain (#6918)

2026-03-02 18:17:01 +08:00

device_allocator

[Lint]Style: Convert vllm-ascend/ to ruff format(Batch #2) (#5977)

2026-01-19 08:59:46 +08:00

distributed

[BugFix] fix metadata execute error: integer modulo by zero (#6521)

2026-03-10 09:58:06 +08:00

eplb

[MOE][Bugfix] Cancel H2D for expert_map (#7000)

2026-03-09 17:53:54 +08:00

kv_offload

[Main2Main] Upgrade vLLM to 0226 (#6813)

2026-02-27 16:05:21 +08:00

lora

[Lint]Style: Convert vllm-ascend/ to ruff format(Batch #5) (#5996)

2026-01-24 22:45:38 +08:00

model_loader

[Lint]Style: Convert vllm-ascend/ to ruff format(Batch #6) (#6001)

2026-01-24 22:08:33 +08:00

ops

[fix] Add support for Qwen3.5 Dense and MoE on Ascend (#6933)

2026-03-10 09:09:31 +08:00

patch

[qwen3 next ]add ascend c casual_conv1d_fn (#6661)

2026-03-09 23:29:49 +08:00

quantization

[bugdix] The problem that the w4a8 weight fails to be loaded when the EP is not enabled is resolved. (#7090)

2026-03-10 16:57:05 +08:00

sample

[Feature] Add docs of batch invariance and make some extra operators patch (#6910)

2026-03-05 09:12:40 +08:00

spec_decode

[Bugfix] Obtain kernel block size for computing slot mapping correctly (#7019)

2026-03-09 11:05:01 +08:00

worker

[eagle][cp] fix eagle_cp enable bug2 (#7079)

2026-03-10 16:32:49 +08:00

xlite

[Feat]Xlite Qwen3 MoE Support Data Parallel (#6715)

2026-03-09 17:53:35 +08:00

__init__.py

[Lint]Style: Convert vllm-ascend/compilation to ruff format (#5912)

2026-01-16 20:57:46 +08:00

ascend_config.py

[Feature] Add docs of batch invariance and make some extra operators patch (#6910)

2026-03-05 09:12:40 +08:00

ascend_forward_context.py

[EPLB][bugfix] Bugfix for fused mc2 (#6794)

2026-03-09 11:26:57 +08:00

batch_invariant.py

[Feature] Add docs of batch invariance and make some extra operators patch (#6910)

2026-03-05 09:12:40 +08:00

cpu_binding.py

[CPU binding] Implement global CPU slicing and improve IRQ binding for Ascend NPUs (#6945)

2026-03-03 17:20:52 +08:00

envs.py

[MISC] Clean up useless env USE_OPTIMIZED_MODEL (#6618)

2026-02-09 15:38:58 +08:00

flash_common3_context.py

[Lint]Style: Convert vllm-ascend/compilation to ruff format (#5912)

2026-01-16 20:57:46 +08:00

meta_registration.py

[Ops][Refactor] Remove custom rotary_embedding operator (#6523)

2026-02-07 09:24:05 +08:00

platform.py

Revert "[Feature][Quant] Auto-detect quantization format from model f… (#6873)

2026-03-10 11:27:32 +08:00

profiling_config.py

[Core][Misc] Clean up ProfileExecuteDuration (#6461)

2026-02-01 20:06:01 +08:00

utils.py

[Bugfix] Fix incorrect layer count for MTP models in update_aclgraph_sizes (#7064)

2026-03-09 16:14:51 +08:00