maxmgrdv ef9d8367f5 [Feature] Add support of new W4A4_LAOS_DYNAMIC quantization method (#5143) ...

Introduce W4A4 LAOS Quantization for better model compression and
inference efficiency on Ascend devices.

- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c

Signed-off-by: hfadzxy <starmoon_zhang@163.com>

2026-01-22 10:34:58 +08:00

..

_310p

[Feature]: Support 310P device run qwen2.5/3 dense and qwen2.5vl models (#5776)

2026-01-17 11:49:18 +08:00

_cann_ops_custom

[Kernel] add custom op GmmSwigluQuantWeightNzTensorList (#3804)

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

attention

[Feature] Support DSA-CP for Hybrid scenario (#5702)

2026-01-22 10:12:09 +08:00

compilation

[Bugfix] fix pcp qwen full graph FIA bug (#6037)

2026-01-21 08:49:05 +08:00

core

[bugfix][mm] change get_num_encoder_tokens to get_num_encoder_embeds in recompute_schedule.py (#5132)

2026-01-21 09:13:52 +08:00

device

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

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

device_allocator

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

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

distributed

[Feature] Support DSA-CP for Hybrid scenario (#5702)

2026-01-22 10:12:09 +08:00

eplb

[Feature] Adapt DispathGmmCombineDecode opertor to align with weight scale dtype of small operators. [RFC: issue 5476] (#5755)

2026-01-19 16:10:43 +08:00

kv_offload

[Main2Main] Upgrade vllm commit to 0113 (#5839)

2026-01-15 09:48:53 +08:00

lora

[BufFix]Fix the error when using Ascend custom operators with rank=128 (#5394)

2026-01-09 15:57:43 +08:00

model_loader

[BugFix] NetLoader: No backend type associated with device type npu (#5700)

2026-01-09 15:54:54 +08:00

ops

[Feature] Support DSA-CP for Hybrid scenario (#5702)

2026-01-22 10:12:09 +08:00

patch

[Fusion] [Graph]Add Matmul Allreduce Rmsnorm fusion Pass (#5034)

2026-01-19 09:28:07 +08:00

quantization

[Feature] Add support of new W4A4_LAOS_DYNAMIC quantization method (#5143)

2026-01-22 10:34:58 +08:00

sample

[Feature] add the magicmtp speculative decoding acceleration algorithm (#5542)

2026-01-08 09:15:55 +08:00

spec_decode

[Bugfix] Fix setting of speculative_config.enforce_eager for dsv32 (#5945)

2026-01-21 09:24:33 +08:00

worker

[bugfix] fix the complex and potentially problematic generate_kv_idx. (#5957)

2026-01-21 14:21:02 +08:00

xlite

[1/N][Feat] Xlite Qwen3 MoE Support (#5951)

2026-01-21 09:26:03 +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]refactor the npugraph_ex config, support online-infer with static kernel (#5775)

2026-01-20 21:31:38 +08:00

ascend_forward_context.py

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

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

batch_invariant.py

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

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

cpu_binding.py

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

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

envs.py

Default enable MLAPO (#5952)

2026-01-22 09:26:39 +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

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

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

platform.py

[1/N][Feat] Xlite Qwen3 MoE Support (#5951)

2026-01-21 09:26:03 +08:00

profiling_config.py

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

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

utils.py

[Ops] Add layernorm for qwen3Next (#5765)

2026-01-20 14:43:14 +08:00