Venky and Claude Opus 5.5
d7c55116ac
[CI] Fix MiniMax-M3 PP aux-state test mock after #58648 ( #59508 )
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Signed-off-by: venkywonka <23023424+venkywonka@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-09-30 17:34:52 -07:00
Kevin H. Luu and Claude Opus 5.5
8bc31bd210
[CI] Deflake the multi-API-server metrics test and Mooncake PD ports ( #59507 )
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Signed-off-by: khluu <khluu000@gmail.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 17:22:58 -07:00
jackLei
21c08ac458
[CI] Deflake shutdown wait-timeout test by synchronizing on request admission ( #58125 )
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Signed-off-by: jackLei0901 <42642542+jackLei0901@users.noreply.github.com >
2026-10-01 00:10:03 +00:00
Andrii Skliar and Andrii Skliar
deb148e730
[Mamba] Add FlashInfer ReplaySSM support for MTP ( #52928 )
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Signed-off-by: Andrii Skliar <askliar@nvidia.com >
Co-authored-by: Andrii Skliar <askliar@nvidia.com >
2026-09-30 21:41:17 +00:00
kliuae and Nick Hill
7e583e615c
[Bugfix][Core] Fix mamba prefill checkpoint block reservation and prompt-end eviction in align mode ( #59175 )
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Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-09-30 21:26:54 +00:00
Venky and Claude Opus 5.5
42f0c17ea7
[Bugfix][PP][Spec Decode] MiniMax-M3 EAGLE3 aux-state relay at PP > 1 and per-stage FlashInfer autotune ( #57197 )
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Signed-off-by: venkywonka <23023424+venkywonka@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-01 01:14:24 +04:00
3eb6cec22a
[Bugfix][HiSparse] Adopt GPU prefix copies after the hit's allocation ( #59282 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-30 15:43:09 -04:00
84f738f187
[Perf][MiniMax-M3] Triton indexer: decode grid retune + SM12.0 split-K ( #56151 )
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Signed-off-by: venkywonka <23023424+venkywonka@users.noreply.github.com >
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com >
Co-authored-by: Kyle Liang <199154931+kyleliang-nv@users.noreply.github.com >
2026-09-30 23:33:23 +04:00
djramic and Andreas Karatzas
b56b54bc54
[ROCm][CI] Relax simple-nemotron-h-8b GSM8K threshold on ROCm ( #59477 )
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Signed-off-by: Djordje Ramic <djoramic@amd.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-09-30 19:27:21 +00:00
Matthew Bonanni and Claude Opus 5.5
a21a3f2ec7
[CI] Add supports_multimodal_inputs to test_executor_replace's mock config ( #59476 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 19:04:47 +00:00
0f8b398158
[watermarking] add context deduplication support to speculative decoding ( #56807 )
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Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai >
Signed-off-by: Simon Veitner <sveitner@redhat.com >
Co-authored-by: Simon Veitner <sveitner@redhat.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
2026-09-30 12:22:10 -04:00
73a5831127
[Frontend] Port chat_parsing core from Transformers ( #58602 )
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Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com >
Co-authored-by: Yoni Gozlan <yonigozlan@users.noreply.github.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-01 00:21:02 +08:00
Yueh-Ting (eop) Chen and Matthew Bonanni
ff1b87cca2
[Bugfix][HiSparse] Preserve host prefix publication after request completion ( #59007 )
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Signed-off-by: Yueh-Ting Chen <yueh.ting.chen@gmail.com >
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com >
2026-09-30 16:14:51 +00:00
Juan Pérez de Algaba and Cursor
cff08b461e
[Security] Fix chat template resource-exhaustion DoS (GHSA-4hhp-h66f-… ( #50300 )
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Signed-off-by: jperezde <jperezde@redhat.com >
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-09-30 08:32:00 -07:00
Harry Mellor and Claude Opus 5.5
fc2c801ad9
Disable mypy arg-type and assignment checks in tests ( #59428 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 15:18:50 +00:00
Yida Weng and Grok
17e9295dd5
[BugFix][Multimodal] Pick worst-case DeepSeek-V4 VL dummy image size ( #59271 ) ( #59373 )
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Signed-off-by: Yida Weng <84164537+YidaWeng@users.noreply.github.com >
Co-authored-by: Grok <grok@x.ai >
2026-09-30 15:09:11 +00:00
Sergey Shlyapnikov
4e1182a3a6
[ROCm][MoE] Pad the AITER MoE intermediate size at allocation time, and round the expert-group count to a kernel that exists ( #55368 )
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Signed-off-by: Sergei Shliapnikov <sergei.shliapnikov@amd.com >
2026-09-30 23:08:21 +08:00
Simon Danielsson and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2df122e65e
[ROCm][Perf][GLM-5.3-Flash] "Fit kpool top-k indices to AITER" with a single Triton kernel ( #58008 )
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Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-30 09:45:00 -05:00
Qiu Chunshuo and Lucas Wilkinson
98b45c1a94
[Feat] Support PP with PCP in GPU Model Runner V2 ( #59139 )
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Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
2026-09-30 10:21:56 -04:00
Giulio De Pasquale and Isotr0py
2e52a558f0
[Bugfix][Core] Schedule encoder-only prompts larger than one step ( #59029 )
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Signed-off-by: Giulio De Pasquale <git@depasquale.giugl.io >
Co-authored-by: Isotr0py <2037008807@qq.com >
2026-09-30 22:04:28 +08:00
Chaojun Zhang and Kunshang Ji
02a3c6dfc5
[Test] Skip IPC weight-transfer test on XPU platforms ( #59379 )
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Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
2026-09-30 21:50:40 +08:00
Cyrus Leung
677e3f5d50
[CI/Build] Fix pre-commit ( #59426 )
2026-09-30 13:45:28 +00:00
Varun Sundar Rabindranath
5463fe4962
[KV-Offloading][TP] : Expand replicated_layout detection to multi-group MLA ( #57652 )
2026-09-30 09:11:03 -04:00
effdea9a53
[MM][Mistral] Add compile support for Pixtral vision encoders ( #57168 )
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Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com >
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-30 20:27:12 +08:00
almayne and Li, Jiang <jiang1.li@intel.com>
93dd80f636
[CPU] Conv1d optimised kernel for aarch64 ( #54093 )
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Signed-off-by: Anna Mayne <anna.mayne@arm.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-09-30 20:23:42 +08:00
3d5625cc3c
[Security] Authenticate shared-memory multimodal cache handles ( #59357 )
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Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com >
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-09-30 05:16:26 -07:00
Rukhaiya2004 and Li, Jiang <jiang1.li@intel.com>
72e7874fa6
[Hardware][Power] Enable W4A16 (AWQ & GPTQ) quantization on POWER10 using VSX ( #59149 )
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Signed-off-by: Rukhaiya <bibirukhaiya123@gmail.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-09-30 19:44:48 +08:00
Jakub Zakrzewski and Codex
5a4351ab09
[MM] Keep device input normalization fused when encoder compilation is enabled ( #59195 )
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Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com >
Co-authored-by: Codex <codex@openai.com >
2026-09-30 11:08:24 +00:00
5225f1bacb
[MyPy][3/N] Fix MyPy errors in test groups (part 3) ( #55939 )
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Signed-off-by: Taimys <ffy2281693949@gmail.com >
Signed-off-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com >
Co-authored-by: Taimys <ffy2281693949@gmail.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 11:06:07 +00:00
apex-mochen
c4fa6f36a7
[Tests][Multimodal] Cover scoped processor kwargs precedence ( #59399 )
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Signed-off-by: apex-mochen <2756823972@qq.com >
2026-09-30 10:54:32 +00:00
0103a9b96f
[Quantization] Add per-token NVFP4 CuTe-DSL MoE backend ( #50030 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: OpenAI Codex <noreply@openai.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
2026-09-30 10:42:03 +00:00
Mathew Odden and opencode+glm-5.3+vllm
91dab0eb7f
[ROCm][Perf] Allocate the pinned PLE prefetch buffer lazily ( #58797 )
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Signed-off-by: Mathew Odden <modden@redhat.com >
Co-authored-by: opencode+glm-5.3+vllm <opencode+glm-5.3+vllm@example.com >
2026-09-30 17:43:16 +08:00
yhcheong (vllmellm)
16d4ac4ba3
[ROCm][MoE] Support MiMo-V2.6 MXFP4 on gfx942 ( #58262 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com >
2026-09-30 17:23:00 +08:00
aoshen02 and Claude Opus 5.5
749192ff41
[CI] Skip the IPC weight-checker test on non-CUDA platforms ( #59398 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 09:20:32 +00:00
713ec07655
[Frontend][RL] Track HTTP weight operation outcomes and concurrency ( #55781 )
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Signed-off-by: Ronald1995 <ronaldautomobile@163.com >
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-09-30 09:19:43 +00:00
Simon Danielsson
3627a6a124
[ROCm][Perf][GLM-5.3-Flash] Stride-aware decode KDA ( #57979 )
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Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com >
2026-09-30 08:16:29 +00:00
Alexandra Sidorova
b81984879a
[K2 Horizon] fold partial-RoPE permutation into q/k (and norm) weights ( #55335 )
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Signed-off-by: Alexandra Sidorova <asidorov@amd.com >
2026-09-30 16:03:37 +08:00
cjackal
0a30bc3f9a
[Model] Extend device-side mm normalization to GLM4V/GLM5Next ( #55389 )
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Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com >
2026-09-30 15:44:46 +08:00
Rehan Khan and Li, Jiang <jiang1.li@intel.com>
583637f126
[CPU][Perf] Add vectorized Sampler Kernel ( #53913 )
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Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-09-30 15:16:28 +08:00
Fangzhou Ai and Cursor Agent
77e8b02c8d
[ROCm][Perf] Add opt-in a4w4 (FP4 activation) MoE for DeepSeek V4.1 on AITER ( #58819 )
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Signed-off-by: fai <fangzhouai@gmail.com >
Signed-off-by: Fangzhou Ai <31551580+Fangzhou-Ai@users.noreply.github.com >
Co-authored-by: Cursor Agent (Claude Sonnet 5) <cursoragent@cursor.com >
2026-09-30 15:07:44 +08:00
e5f3d08d72
[Frontend][RL] Align sleep-mode API responses and operation metrics ( #52864 )
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Signed-off-by: Ronald1995 <ronaldautomobile@163.com >
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-29 23:16:38 -07:00
Andreas Karatzas
866fa130fa
[Core] Bound UniProc EngineCore startup threads to available CPUs ( #58946 )
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Signed-off-by: Andreas Karatzas <andreas.karatzas@protonmail.com >
2026-09-29 23:02:55 -07:00
5faf81a429
[CPU][Whisper] Support W4A16 quantized Whisper on the CPU WNA16 kernel ( #58268 )
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Signed-off-by: Harshal Adhav <harshal.adhav@amd.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: Li, Jiang <jiang1.li@intel.com >
2026-09-30 13:52:53 +08:00
Ting SUN and Flora Feng
fcf4750466
[Bugfix][Frontend] Constrain forced named tool choice with empty parameters to a JSON object ( #45290 )
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Signed-off-by: Ting Sun <suntcrick@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-09-30 05:44:35 +00:00
Ting SUN and Flora Feng
329e6eee3f
[Bugfix][Frontend] Report named Anthropic tool calls as tool_use ( #47598 )
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Signed-off-by: Ting Sun <suntcrick@gmail.com >
Signed-off-by: sfeng33 <4florafeng@gmail.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-09-30 05:32:38 +00:00
Shijie Lyu
ac68c30872
[Bugfix][Frontend] Ignore reused prompt token ids for media in /v1/responses ( #59173 )
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Signed-off-by: Shijie Lyu <lshjhf@gmail.com >
2026-09-30 05:21:09 +00:00
Wentao Ye and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
834ad456d3
[Refactor] Remove dead tests code ( #58916 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-30 04:39:03 +00:00
90e13fc757
[Bugfix][HiSparse] Never allocate GPU pages without host backing ( #59036 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.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 >
2026-09-30 04:13:29 +00:00
Mia Ojeda
e006d761a5
[Bugfix][CPU][DiffusionGemma] Support narrower canvas w/ sync scheduling ( #59107 )
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Signed-off-by: ojeda-e <estefania.b.ojeda@gmail.com >
2026-09-29 23:28:50 -04:00
Louie Tsai
1b77cc3d67
[Benchmark] Add sweep warmup and failure recovery ( #57305 )
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Signed-off-by: louie-tsai <louie.tsai@intel.com >
2026-09-30 11:16:41 +08:00