[main] Support GroupedMatmulSwigluQuant in W8A8_DYNAMIC quantized MoE layers#3
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zhoux77899 merged 33 commits intomain_qwen3_moe_optimfrom Aug 14, 2025
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…C` quantized MoE layers Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
…llm-ascend into main_gmmswigluquant
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
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👋 Hi! Thank you for contributing to the vLLM Ascend project. The following points will speed up your PR merge:
If CI fails, you can run linting and testing checks locally according Contributing and Testing. |
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
…m-project#2347) ### What this PR does / why we need it? Add Docker export/import guide for air-gapped environments ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? NA - vLLM version: v0.10.0 - vLLM main: vllm-project/vllm@d16aa3d Signed-off-by: QwertyJack <7554089+QwertyJack@users.noreply.github.com>
…lm-project#2319) The attn mask was declared in the mla.py，we don't need the splitfuse mask when mla chunkprefill, and this mask will cause memory problem when long context like 64k or 128k - vLLM version: v0.10.0 - vLLM main: vllm-project/vllm@14a5d90 --------- Signed-off-by: haojiangzheng <justineric096@gmail.com>
… init (vllm-project#2348) ### What this PR does / why we need it? Add the missing `apply_router_weight_on_input` in FusedMoE init Quick fix on vllm-project#2268 (comment) ### Does this PR introduce _any_ user-facing change? N/A ### How was this patch tested? CI passed with existing test. - vLLM version: v0.10.0 - vLLM main: vllm-project/vllm@6807af8 Signed-off-by: MengqingCao <cmq0113@163.com>
…project#1995) ### What this PR does / why we need it? Refactor V1 Attention for better extensibility (prepared for torchair attention refactor). **Main changes:** - Move different kinds of foward into their method respectively, e.g., `_forward_prefill_no_cache()`, `_forward_prefill_cache_hit()`, `_forward_decode_only()`, `_forward_v1_style()`. ### Does this PR introduce _any_ user-facing change? No. - vLLM version: v0.10.0 - vLLM main: vllm-project/vllm@14a5d90 Signed-off-by: shen-shanshan <467638484@qq.com>
…llm-project#2193) ### What this PR does / why we need it? Remove redundant imported `envs`, using `envs_ascend` instead. ```python import vllm.envs as envs_vllm import vllm_ascend.envs as envs_ascend ``` - vLLM version: v0.10.0 - vLLM main: vllm-project/vllm@71683ca --------- Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
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This pull request has conflicts, please resolve those before we can evaluate the pull request. |
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
Signed-off-by: zhoux77899 <zhouxiang100@huawei.com>
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…oject#5978) ### What this PR does / why we need it? **Scope of Changes**: | File Path | | :--- | | `vllm_ascend/attention/mla_v1.py` | | `vllm_ascend/attention/sfa_v1.py` | | `vllm_ascend/core/recompute_scheduler.py` | | `vllm_ascend/core/scheduler_dynamic_batch.py` | | `vllm_ascend/distributed/device_communicators/npu_communicator.py` | | `vllm_ascend/distributed/device_communicators/pyhccl.py` | | `vllm_ascend/distributed/device_communicators/pyhccl_wrapper.py` | ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? - vLLM version: v0.13.0 - vLLM main: vllm-project/vllm@2c24bc6 --------- Signed-off-by: MrZ20 <2609716663@qq.com> Co-authored-by: Soren <user@SorendeMac-mini.local>
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What this PR does / why we need it?
Does this PR introduce any user-facing change?
How was this patch tested?