Commits · 684f2545851ee0ee49be9a80545ed497324f1a96 · OpenDAS / vllm_cscc · GitLab

11 Nov, 2025 35 commits
- Prefer FlashAttention MLA as default over FlashMLA (#27363) · 684f2545
  Matthew Bonanni authored Nov 11, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  684f2545
- [CI/Build] Refactor Attention backend for test_prefix_prefill from xformers to SDPA (#28424) · e5534249
  Zhewen Li authored Nov 11, 2025
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Signed-off-by: zhewenli <zhewenli@meta.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  e5534249
- [Quantization] fix attention quantization of gpt_oss model (#27334) · 5a1271d8
  xuebwang-amd authored Nov 12, 2025
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Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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  5a1271d8
- [ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239) · 05576df8
  xuebwang-amd authored Nov 12, 2025
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Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  05576df8
- [Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165) · 68c09efc
  zhrrr authored Nov 12, 2025
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Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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  68c09efc
- [NIXL] Generalize block-first backend layouts (FlashInfer-like) (#28282) · a7ef3eb0
  Nicolò Lucchesi authored Nov 11, 2025
  
  a7ef3eb0
- Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431) · f9a40871
  Michael Goin authored Nov 11, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  f9a40871
- [Doc] Fix typo in serving docs (#28474) · 287bbbeb
  the-codeboy authored Nov 11, 2025
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Signed-off-by: the-codeboy <71213855+the-codeboy@users.noreply.github.com>
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  287bbbeb
- [BugFix] Add test_outputs.py to CI pipeline (#28466) · 3143eb23
  usberkeley authored Nov 12, 2025
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Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  3143eb23
- [BugFix] Fix RuntimeError in PixtralHFAttention on CPU/XPU (#28444) · b8860680
  Fanli Lin authored Nov 11, 2025
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Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
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  b8860680
- Add @markmc to CODEOWNERS for Observability (#28457) · a90ad7d8
  Mark McLoughlin authored Nov 11, 2025
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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  a90ad7d8
- [BugFix] Fix Failing Ruff Check (#28469) · 533b018f
  jvlunteren authored Nov 11, 2025
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Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
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  533b018f
- [Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) · a1448b4b
  bnellnm authored Nov 11, 2025
  
  a1448b4b
- [Docs] Fix grammar in CPU installation guide (#28461) · fa197020
  Maryam Tahhan authored Nov 11, 2025
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Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
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  fa197020
- Add request timeout override for multi-turn benchmarks (#28386) · 3380543b
  Ido Segev authored Nov 11, 2025
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Signed-off-by: Ido Segev <idos@pliops.com>
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  3380543b
- [Model] Pass `mm_features` directly into `get_mrope_input_positions` (#28399) · afffd3cc
  Cyrus Leung authored Nov 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  afffd3cc
- Fix Fused MoE LoRA Triton kernel bug (#28450) · 7dbe6d81
  Chaojun Zhang authored Nov 11, 2025
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Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
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  7dbe6d81
- [Attention] Refactor CUDA attention backend selection logic (#24794) · b30dfa03
  Matthew Bonanni authored Nov 11, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  b30dfa03
- [CI] Add mergify rules for `nvidia` label (#28417) · 2e78150d
  Michael Goin authored Nov 11, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  2e78150d
- Multi turn benchmark progress bar for synthetic conversation generation (#28394) · d381eb96
  Ido Segev authored Nov 11, 2025
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Signed-off-by: Ido Segev <idos@pliops.com>
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  d381eb96
- [Model][Qwen3VL] Slighly speedup `fast_pos_embed_interpolate` (#28434) · 9973e6e0
  Lukas Geiger authored Nov 11, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  9973e6e0
- [BugFix] 'DeepseekV2Config' object has no attribute 'use_mla'` (#28387) · c7991269
  Fanli Lin authored Nov 11, 2025
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Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
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  c7991269
- [Bugfix] fix qwen3-next crash (#28202) · f0359fff
  Jiangyun Zhu authored Nov 11, 2025
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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  f0359fff
- [EPLB] Refactor balance_packing to use numpy and optimize GPU-CPU transfers in EPLB (#28369) · 798c7beb
  Sage Moore authored Nov 11, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  798c7beb
- [Bugfix] Fix max image size for PaddleOCR-VL (#28442) · 4fd4b743
  Roger Wang authored Nov 11, 2025
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Signed-off-by: Roger Wang <hey@rogerw.io>
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  4fd4b743
- [BugFix] Avoid calling KV connector layer APIs when metadata is unset (#28253) · cc079763
  David Ben-David authored Nov 11, 2025
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Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
```
  cc079763
- [Doc] Sleep mode documentation (#28357) · a7adbc6c
  iAmir97 authored Nov 11, 2025
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Signed-off-by: Amir Balwel <amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: Amir Balwel <amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  a7adbc6c
- [Bugfix] Fix Stream Sync for Shared Expert Overlap (#28430) · e605e8e3
  Robert Shaw authored Nov 11, 2025
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
  e605e8e3
- [Frontend] Add sagemaker_standards dynamic lora adapter and stateful session... · bca74e32
  Zuyi Zhao authored Nov 10, 2025
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[Frontend] Add sagemaker_standards dynamic lora adapter and stateful session management decorators to vLLM OpenAI API server (#27892)
Signed-off-by: Zuyi Zhao <zhaozuy@amazon.com>
Signed-off-by: Shen Teng <sheteng@amazon.com>
Co-authored-by: Shen Teng <sheteng@amazon.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  bca74e32
- [Misc] FlattenLogprobs -> FlatLogprobs (#28335) · 8d706cca
  Zhuohan Li authored Nov 10, 2025
  
  8d706cca
- Fix rotary embedding benchmark script (#28323) · 57201a6a
  Xin Yang authored Nov 10, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  57201a6a
- Only register rocm_aiter_ops if aiter is found (#28428) · f2d9ad06
  Michael Goin authored Nov 10, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f2d9ad06
- [Feature] Add env var `VLLM_MOE_USE_DEEP_GEMM` (#28422) · de540c03
  Wentao Ye authored Nov 10, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  de540c03
- [CI/Test Fix] Fix CP tests on Blackwell (#28404) · 39029d51
  Lucas Wilkinson authored Nov 10, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  39029d51
- [Feature] Refactor batch invariant fp8 DeepGEMM (#27606) · 35d801f1
  Wentao Ye authored Nov 10, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  35d801f1
10 Nov, 2025 5 commits
- [Test] Remove old non-varlen FA2 test (#28420) · 0bf29fad
  Matthew Bonanni authored Nov 10, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  0bf29fad
- [Bugfix] Ensure calculated KV scales are applied in attention. (#27232) · a5a790ee
  Adrian Abeyta authored Nov 10, 2025
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Signed-off-by: adabeyta <aabeyta@redhat.com>
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  a5a790ee
- [Perf] Move gc.freeze logic from EngineCoreProc to EngineCore for better coverage (#27896) · b30372cb
  Jialin Ouyang authored Nov 10, 2025
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Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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  b30372cb
- [PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248) · d17ecc6b
  Ilya Markov authored Nov 11, 2025
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Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  d17ecc6b
- [ROCm] Add missing gemm_a8w8_blockscale import (#28378) · 02114356
  Yong Hoon Shin authored Nov 10, 2025
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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  02114356