rasmith and Micah Williamson
eb703fbb3d
[BugFix] [Build] Fix for where setup.py fails with MAX_JOBS invalid literal error ( #45188 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com >
Co-authored-by: Micah Williamson <micah.williamson@amd.com >
2026-10-26 17:10:53 -04:00
Zhiqi Zhang and Flora Feng
3f45273050
[Bugfix][Tool Parser] Anchor Jamba streamed tool arguments to what was sent ( #55669 )
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Signed-off-by: Zhiqi Zhang <zhiqizhangg@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-10-26 21:03:03 +00:00
2841f08b4a
[KVConnector][Mooncake] Coalesce descending block ids to reduce descriptor number for Mooncake TE ( #63142 )
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Signed-off-by: Yuhan Zhou <zhouyuhan_@outlook.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 17:02:18 -04:00
533906528c
[Bugfix][Spec Decode] DFlash: run the aux hidden state FC in the draft dtype ( #63436 )
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Signed-off-by: Aliasger Zaidy <aliasger.zaidy@amd.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 20:58:41 +00:00
12d54c2948
[XPU][MoE] Resize batched Triton MoE tiles and change grid order ( #51605 )
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Signed-off-by: Lena Onyshchenko <xonyshch@gmail.com >
Signed-off-by: Artur Fierka <artur.fierka@intel.com >
Co-authored-by: Artur Fierka <artur.fierka@intel.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-10-26 16:57:18 -04:00
Ilya Markov and Roberto L. Castro
f3bdb0e025
[Perf][MXFP4] Optimize activation quant for mxfp4. 3x kernel speedup, 5% throughput improvement ( #63101 )
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Signed-off-by: ilmarkov <markovilya197@gmail.com >
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com >
2026-10-26 16:51:55 -04:00
jxj and OpenAI Codex
01b05cd69d
[Bugfix][Frontend] Stop SSL certificate watchers when HTTP serving exits ( #55699 )
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Signed-off-by: git-jxj <65210887+git-jxj@users.noreply.github.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
2026-10-26 16:48:13 -04:00
a2ecc8ac4d
[Perf][HiSparse] Reduce residency hash probes ( #61263 )
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Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com >
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-26 20:44:15 +00:00
3090266d88
[Bugfix][Kernel] persistent_topk: sync the CTA around radix barrier arrivals ( #63475 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 20:40:32 +00:00
89f0c8c668
[MoE][Model] Gemma 4: skip CUDA-graph padding rows in the routing kernel ( #62525 )
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Signed-off-by: Blaze-DSP <devsp0703@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-26 16:37:03 -04:00
0a95e4d73c
[XPU][FP8] Use per-token dynamic FP8 activation quantization ( #61362 )
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Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-10-26 16:35:40 -04:00
Moein Khazraee
c13d4a5a46
[KV Offload] Expose the processed prefix at request finalization ( #57646 )
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Signed-off-by: Moein Khazraee <moein@nvidia.com >
2026-10-26 20:31:19 +00:00
af6665b5dd
[Spec Decode] Support PCP with DSpark for DeepSeek-V4.1 ( #61994 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 15:34:57 -04:00
78e2f79601
[Perf][MRV2] Stage buffer contents by reference and copy straight into UVA ( #63633 )
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Signed-off-by: Yibai Meng <yibaim@nvidia.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Yibai Meng <yibaim@nvidia.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: leopck <4161783+leopck@users.noreply.github.com >
Co-authored-by: Taoyu Zhu <zhutaoyu97@gmail.com >
Co-authored-by: Juntian Liu <Juntianl777@gmail.com >
2026-10-26 12:00:58 -07:00
liranschour and vllm-agent
9633997299
[KV Offload][P2P] Fail faster: per-mode load timeout, shorter abort-ack and lookup timeouts ( #63781 )
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Signed-off-by: Liran Schour <lirans@il.ibm.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 20:54:31 +02:00
9e3db48873
[MoE] Add locality-domain allocation for FlashInfer CuTeDSL NVFP4 ( #61685 )
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Signed-off-by: Qidong Su <qidongs@nvidia.com >
Signed-off-by: Max Hu <hyoung2991@gmail.com >
Co-authored-by: Max Hu <maxhu@nvidia.com >
Co-authored-by: Codex <codex@openai.com >
Co-authored-by: Bolin Sun <bolins@nvidia.com >
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com >
Co-authored-by: Max Hu <hyoung2991@gmail.com >
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com >
2026-10-26 14:37:01 -04:00
Lucas Wilkinson and Claude Opus 5.5
4135590ffe
[Bugfix][MRV2] Skip adaptive verification cost profiling in the CUDA graph memory-profiling pass ( #63431 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
v0.33.0rc0
2026-10-26 17:59:24 +00:00
Andreas Karatzas and Claude
442f3d989e
[CI][ROCm] Take NIXL PD accuracy side-channel ports from below the ephemeral range ( #63557 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-26 12:41:43 -05:00
ad42b456f9
[CI][ROCm] Take MoRIIO P/D test port blocks from below the ephemeral range ( #63453 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 12:41:40 -05:00
Andreas Karatzas and Claude
088e6a4d68
[CI][ROCm] Skip the AITER MoE garbage-rows test for fp8 per-tensor until the AITER fix ( #63559 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-26 12:41:29 -05:00
Andreas Karatzas and Claude
94b35f3780
[Bugfix][ROCm] Keep the AITER GDN decode fast path off for the DS conv-state layout ( #63558 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-26 12:40:53 -05:00
Andreas Karatzas and Claude
9744ada582
[Bugfix][ROCm][DSv4.1] Await krdy before K2's combine reads klen in index-source launches ( #63576 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-26 12:40:43 -05:00
Kai Hoang and Flora Feng
eca54bd1d9
[Bugfix][Tool Parser] Keep Step3 parameter values that contain '<' ( #60968 )
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Signed-off-by: hpdkhoa <hpdkhoa2311@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-10-26 17:19:57 +00:00
29be2f2560
[Bugfix][Spec Decode] Preserve DP replica index for standalone draft models ( #62301 )
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Signed-off-by: MuonChaser <zbw.init@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 13:15:12 -04:00
20bf65ad33
[Bugfix][Rust Frontend] Read the text config under thinker_config ( #61128 )
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Signed-off-by: GoDiao <diaoshengjia@gmail.com >
Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-27 01:03:29 +08:00
c36154742e
[Bugfix][Rust Frontend] Use prefiller cache hits for P/D usage ( #58885 )
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Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com >
Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-27 01:02:52 +08:00
9da5ba7e49
[Rust Frontend] Make HTTP request body limit configurable via VLLM_HTTP_MAX_REQUEST_BODY_SIZE ( #47840 )
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Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai >
Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-27 01:01:57 +08:00
3e75ccba29
[Bugfix][DCP] Finalize the NIXL DCP interleave size before profiling ( #62330 )
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Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Co-authored-by: Andy Lo <andy@mistral.ai >
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
2026-10-26 17:41:28 +01:00
Rehan Khan and vllm-agent
5be249d0ad
[Kernel] Allow registering OOT block-scaled FP8 linear kernels ( #62026 )
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Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 12:36:48 -04:00
Monishver and vllm-agent
c84ff6b3f4
[Kernel][Perf] Add H100 tuned configs for Llama-3.1-8B and Qwen3-8B to the batch-invariant matmul table ( #62219 )
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Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 12:36:04 -04:00
4f140a23de
[Bugfix] Initialize valid ModelOpt NVFP4 MoE dummy scales ( #63698 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 09:31:41 -07:00
Roberto L. Castro
33a73daf17
[2/N][Bugfix] Make persistent TopK exact on candidate overflow ( #62936 )
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com >
2026-10-26 12:25:16 -04:00
Rohan Potdar and Claude Opus 5.5
536854bf10
[ROCm] Enable expert parallelism for AITER Triton W4A16 MoE ( #59255 )
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Signed-off-by: Rohan Potdar <rohan.potdar@amd.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-26 11:18:35 -05:00
7f56f453ed
[Bugfix][Core][MRV2] Profile the sampler with the params the warm-up actually uses ( #57926 )
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Signed-off-by: Luu Bao Long <longbaoluu68@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 12:05:29 -04:00
djramic
df8b5d3781
[ROCm][CI] Raise MI300 Core Operation Kernels timeout to 90 min ( #63760 )
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Signed-off-by: Djordje Ramic <djoramic@amd.com >
2026-10-26 10:59:23 -05:00
Aaron Hao and Claude Opus 5.5
50a184f435
[RL] Declare weight ownership and layout on ParamMeta ( #63256 )
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Signed-off-by: Aaron Hao <aaronhao@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-26 23:42:30 +08:00
Chen Cheng
61b2527bdb
[Perf][MoE] Add H200 FP8 fused MoE config for Beam-1.0 TP8 ( #62763 )
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Signed-off-by: Chen Cheng <85005591+ischencheng@users.noreply.github.com >
2026-10-26 15:39:00 +00:00
Li Wang and wangli
0abec7309e
[Model] Add native support for Lfm2BidirectionalModel ( #62201 )
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Signed-off-by: wangli <wangli858794774@gmil.com >
Co-authored-by: wangli <wangli858794774@gmil.com >
2026-10-26 15:31:39 +00:00
e113018f50
[Bugfix][KV Offload] Preserve running request prefixes across LRU store batches ( #61050 )
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Signed-off-by: Jack Brown <rnk.liulw@gmail.com >
Co-authored-by: Jack Brown <rnk.liulw@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 17:30:22 +02:00
14d593115d
[Bugfix][LoRA] Fix double pinning of 3D MoE LoRA and EP dummy LoRA sizing ( #61636 )
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Signed-off-by: onepunchmonk <aggarwal.avaya@yahoo.com >
Signed-off-by: OnePunchMonk <aggarwal.avaya@yahoo.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 23:20:59 +08:00
liranschour and vllm-agent
51d2a85594
[Bugfix][KV Offload][P2P] Never block in ZmqConnection.send() ( #63708 )
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Signed-off-by: Liran Schour <lirans@il.ibm.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 16:55:56 +02:00
14aefcd4f9
[Bugfix][KV Offload] Hold promotions after a cache reset until jobs report ( #62929 )
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Signed-off-by: Javier López <59578422+javieratomic@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 16:55:43 +02:00
Sun and vllm-agent
8a4b018f1c
[Bugfix][KV Offload] Roll back failed P2P NIXL registration ( #63628 )
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Signed-off-by: levius <2114377220@qq.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 16:54:54 +02:00
Tony Lin and Nicolò Lucchesi
74340c7300
[docs] correct NIXL hybrid SSM heterogeneous TP support ( #63036 )
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Signed-off-by: Tony Lin <tony.lin@intel.com >
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai >
2026-10-26 14:16:11 +00:00
8c6e770a1c
[Bugfix][KV Offload][OBJ] Namespace object keys by blocks_per_chunk ( #63655 )
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Signed-off-by: Vedant Agarwal <vedantagwl10@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 16:15:53 +02:00
2f1cb151fd
[Bugfix] Preserve fp16 in legacy fused MoE LoRA ( #59931 )
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Signed-off-by: sudhanshu shukla <sudhanshu112233shukla@users.noreply.github.com >
Co-authored-by: sudhanshu shukla <sudhanshu112233shukla@users.noreply.github.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 21:45:35 +08:00
Misha Goin
fcb787055e
[Perf][DeepSeek V4] Declare MXFP8 MoE activations and run them as block FP8 on Hopper ( #61875 )
2026-10-26 09:37:42 -04:00
Shanshan Shen and vllm-agent
d0d681e40d
[ROCm][Perf] Make MXFP4 the default indexer K cache dtype for DeepSeek-V4 ( #63669 )
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Signed-off-by: shen-shanshan <467638484@qq.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 21:14:55 +08:00
Sy03 and vllm-agent
373614f66d
[Bugfix][Multimodal] Release consumed MRV2 CPU inputs ( #57368 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-26 20:56:11 +08:00
Vegetog and Codex
a64fc94081
[Bugfix][KV Offload] Preserve new loads during same-step resume ( #60574 )
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Signed-off-by: Vegetog <110553275+Vegetog@users.noreply.github.com >
Co-authored-by: Codex <noreply@openai.com >
2026-10-26 14:51:12 +02:00