Commits · 8de5261e69af81aaf7f68d420b69199653cd1882 · OpenDAS / vllm_cscc

"vllm/perf/benchmark_throughput.py" did not exist on "9cbc7e5f3be72552d6041f81738921a9597643e8"

24 Mar, 2026 4 commits
- [Bugfix] Add replacement of _compute_slot_mapping_kernel on CPU (#37987) · 352b90c4
  Li, Jiang authored Mar 24, 2026
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  352b90c4
- [KV Offload] Refactor CPU offloading: pluggable CachePolicy, remove Backend... · e3c6c10c
  Ronen Schaffer authored Mar 24, 2026
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[KV Offload] Refactor CPU offloading: pluggable CachePolicy, remove Backend abstraction, restructure into `cpu/` package (#37874)
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>
```
  e3c6c10c
- [V0 Deprecation] Refactor kv cache from list to element (#37487) · c59a132f
  Wentao Ye authored Mar 23, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c59a132f
- [Model Runner V2] Gather multimodal embeddings before draft model postprocess (#37932) · 8f4824b6
  Giancarlo Delfin authored Mar 23, 2026
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Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  8f4824b6
23 Mar, 2026 8 commits

[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) · dc6908ac

Ranran authored Mar 23, 2026


Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

dc6908ac

[Async][Spec Decoding] Zero-bubble async scheduling + spec decoding (#32951) · fafe76b4

Matthew Bonanni authored Mar 23, 2026


Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: zhrrr <43847754+izhuhaoran@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>

fafe76b4

[MRV2] Consider spec decoding in warmup (#37812) · ffb5b32b

Woosuk Kwon authored Mar 23, 2026


Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

ffb5b32b

[Bugfix] RoBERTa position_id accumulation in CUDA graph padding region (#37873) · 7151ae65
yanghui1-arch authored Mar 23, 2026
```
Signed-off-by: dass90 <3053034939@qq.com>
```
7151ae65
[Mypy] Fix mypy for `vllm/config` (#37808) · 45bd5c8e
Wentao Ye authored Mar 23, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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45bd5c8e
[Bugfix] Fix CPU backend crash in KV cache block zeroing (#37550) · 7938d121
DorBernsohn authored Mar 23, 2026
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Signed-off-by: DorBernsohn <dor.bernsohn@gmail.com>
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7938d121
[ROCm] Fix fused_moe_fake signature mismatch and other AITER bugs (#36100) · e99fb988
Chuan (Richard) Li authored Mar 23, 2026
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Signed-off-by: Li <chuali@amd.com>
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e99fb988
[Feature] ViT Full CUDA Graph (#35963) · f85e479e
Baorun (Lauren) Mu authored Mar 23, 2026
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Signed-off-by: Baorun Mu <bmu@nvidia.com>
```
f85e479e

22 Mar, 2026 5 commits
- [Model Runner V2] Enable piecewise CUDA graphs for pipeline parallelism (#35162) · 63f49b8b
  zhanqiuhu authored Mar 22, 2026
```
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
  63f49b8b
- [MRV2] Use FP64 for Gumbel noise (#37798) · a5e9d511
  Woosuk Kwon authored Mar 22, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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  a5e9d511
- [MRV2] Skip hidden states allocation for PW CUDA graphs (#37818) · ce9b1d76
  Woosuk Kwon authored Mar 22, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  ce9b1d76
- [Model Runner V2] Support multi-modal embeddings for spec decode model (#36097) · b3e84601
  Giancarlo Delfin authored Mar 22, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
  b3e84601
- [Bugfix] Fix pooling non-determinism from pinned prompt_lens aliasing (#37775) · 66f927f2
  Andreas Karatzas authored Mar 21, 2026
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  66f927f2
21 Mar, 2026 2 commits

Add tensor IPC transfer mechanism for multimodal data (#32104) · 80b70884

Brandon Pelfrey authored Mar 21, 2026


Signed-off-by: Brandon Pelfrey <bpelfrey@nvidia.com>
Signed-off-by: Brandon Pelfrey <brandonpelfrey@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

80b70884

[Hybrid] calling get_mamba_groups() once at MambaCopyBuffers.create() (#37318) · 298e5108
Francesco Fusco authored Mar 21, 2026
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Signed-off-by: Francesco Fusco <ffu@zurich.ibm.com>
```
298e5108

20 Mar, 2026 13 commits
- elastic_ep: Fix issues with repeated scale up/down cycles (#37131) · c57d38d6
  Itay Alroy authored Mar 21, 2026
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Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
```
  c57d38d6
- [BugFix] Allow qk_nope_head_dim=192 in FlashInfer MLA backend checks (#37475) · e5ed6c6c
  Kaihang Jiang authored Mar 20, 2026
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Signed-off-by: Kaihang Jiang <kaihangj@nvidia.com>
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  e5ed6c6c
- [Model Runner V2] Support Streaming Inputs (#37028) · 85f671b8
  Santino Ramos authored Mar 20, 2026
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Signed-off-by: Santino Ramos <elsantinoramos@gmail.com>
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  85f671b8
- [Attention] Support distinguishing between short extends and decodes (#37303) · e1d85e5c
  Lucas Wilkinson authored Mar 20, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  e1d85e5c
- fix CUDAGraph memory being counted twice (#37426) · 79eb9369
  Peter Pan authored Mar 21, 2026
```
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Peter Pan <peter.pan@daocloud.io>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
```
  79eb9369
- [MRV2] Avoid recompilation of _gather_block_tables_kernel (#37645) · e80cfe57
  Woosuk Kwon authored Mar 20, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  e80cfe57
- [Metrics] Some small refactoring for better maintainability (#33898) · 880be2b1
  Martin Hickey authored Mar 20, 2026
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Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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  880be2b1
- [Model] Deprecate the score task (this will not affect users). (#37537) · ed359c49
  wang.yuqi authored Mar 20, 2026
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
```
  ed359c49
- [Model Runner V2] Fix draft logits not populated during cudagraph replay (#37639) · dcee9be9
  Giancarlo Delfin authored Mar 20, 2026
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Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  dcee9be9
- [Model Runner V2] fix draft attention metadata generation (#37364) · 39474513
  Giancarlo Delfin authored Mar 19, 2026
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Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  39474513
- fix: disambiguate multimodal prefix cache keys (#36708) · 269bf46d
  tianshu-Michael-yu authored Mar 19, 2026
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Signed-off-by: tianshu.yu <tianshuyu.formal@gmail.com>
```
  269bf46d
- Fix DP coordinator ZMQ port TOCTOU (#37452) · ca1ac1a4
  Itay Alroy authored Mar 20, 2026
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Signed-off-by: Itay Alroy <ialroy@nvidia.com>
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  ca1ac1a4
- [ROCm][Bugfix] fix cache block size mismatch for aiter unified attention (#37606) · 4ca3fa6b
  Divakar Verma authored Mar 19, 2026
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Signed-off-by: Divakar Verma <divakar.verma@amd.com>
```
  4ca3fa6b
19 Mar, 2026 8 commits
- [Refactor] Remove dead code in pooling model (#37572) · 2be1a0f7
  Wentao Ye authored Mar 19, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  2be1a0f7
- [CPU][UX] Do not crash when tcmalloc/libiomp are not ldpreloaded (#37561) · 2890aecc
  Fadi Arafeh authored Mar 19, 2026
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
```
  2890aecc
- [MRV2] Use fp32 for draft logits (#37526) · 40b8363b
  Woosuk Kwon authored Mar 19, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  40b8363b
- Fix KV Offloading + MLA AssertionError by using num_kv_heads=1 in cpu… (#37536) · e390742c
  XueLiang Yang authored Mar 19, 2026
```
Signed-off-by: xueliangyang-oeuler <yxl546827391@gmail.com>
Co-authored-by: xueliangyang-oeuler <yxl546827391@gmail.com>
```
  e390742c
- [MISC] fix pin_memory=torch.cuda.is_available(), use is_pin_memory_available (#37415) · ca21483b
  Kunshang Ji authored Mar 19, 2026
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  ca21483b
- Support temporal compression for Nemotron-3-VL videos (#36808) · 0b6d5262
  Collin McCarthy authored Mar 19, 2026
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Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
```
  0b6d5262
- [Perf] Fix slow hasattr in CUDAGraphWrapper.__getattr__ (#37425) · d3cc3795
  Ziming Huang authored Mar 19, 2026
```
Signed-off-by: 智鸣 <hzm414167@alibaba-inc.com>
```
  d3cc3795
- [Perf] Optimize token_embed for pooling models, 1.0% token throughput improvement (#37347) · e37ff5b5
  Wentao Ye authored Mar 18, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  e37ff5b5