Prudhvi Vuda and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
342b8ebd8b
[Bugfix][Multimodal] Encode text in mixed CLIP/SigLIP pooling batches ( #53165 )
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Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-24 10:45:42 -07:00
Jee Jee Li and Cyrus Leung
4f686e182a
[MISC] Cleanup deprecated parameters ( #53559 )
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Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-08-24 10:19:04 -07:00
Lio Einaudi and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
7797b6022c
[Kernel][Perf] Per-architecture tuned configs for batch-invariant persistent matmul (~3x decode kernels on RTX 4090D/H20) ( #53247 )
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Signed-off-by: LioEinaudi <zhao3024667639@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-24 11:28:51 -04:00
Kevin H. Luu and Codex
4c56e62c85
[Bugfix][Kimi K3] Skip absent metadata during CUDA graph profiling ( #53581 )
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Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com >
Co-authored-by: Codex <codex@openai.com >
2026-08-24 15:16:28 +00:00
Misha Goin
f620499ee3
[Bugfix][Spec Decode] Reapply group geometry for FlashAttention metadata ( #53336 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2026-08-24 08:08:43 -07:00
wang.yuqi
9cef631f30
[Frontend] Move run_batch.py out openai folder ( #53500 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-08-24 15:04:10 +00:00
Cyrus Leung
ecfa7bb373
[MM] Cache common token sequences ( #53560 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
Signed-off-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-08-24 07:48:10 -07:00
石皮幼鸟 and OpenAI Codex
4ca856b0b5
[Bugfix] Release worker RPC payload before next dequeue ( #51979 )
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Signed-off-by: 石皮幼鸟 <2960474346@qq.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-24 07:27:36 -07:00
Taneem Ibrahim
79bb395eea
[Pooling] Improve BGE-M3 sync pooling throughput by up to 3.13% ( #53464 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
2026-08-24 08:33:32 -04:00
andrewbcohere
41ae917c12
Add Cohere ChatV2 render endpoint ( #53219 )
2026-08-24 12:27:57 +00:00
Tan Chao and Claude
e239947777
[Bugfix][Frontend] Fix run_batch upload retrying on success and unawaited error body ( #50588 )
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Signed-off-by: Chao Tan <chaos.tc@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-08-24 11:33:44 +00:00
Nicolò Lucchesi
0ecc284790
[Bugfix][Kernel] Handle kernel block sizes in V2 DCP slot mapping ( #51031 )
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Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai >
2026-08-24 07:28:38 +00:00
Ace Eldeib and Codex
a047e2543d
Fix MNNVL Lamport mailbox publication and cleanup ( #53000 )
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Signed-off-by: Ace Eldeib <aeldeib@coreweave.com >
Co-authored-by: Codex <codex@openai.com >
2026-08-23 23:56:54 -07:00
a4d70bef37
[Model Runner V2] Reserve CUDA graph memory ( #53306 )
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Signed-off-by: Anh Tran <anh.tran.3889@gmail.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Anh Tran <anh.tran.3889@gmail.com >
Co-authored-by: anhtra3889 <anhtra@nvidia.com >
2026-08-23 23:11:19 -07:00
Summer Yang
e6e1af4ca1
[Perf] Tune FlashInfer all-reduce selection on SM103 ( #53318 )
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Signed-off-by: Summer Yang <girasoleyang@gmail.com >
2026-08-24 05:19:59 +00:00
ThunGuo and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
e8888b2d68
[Model] Add FP8 quantization support for ModernBERT ( #53101 )
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Signed-off-by: thunguo <tew@apache.org >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-24 03:04:19 +00:00
Clinton Thomas and Lucas Bourtoule
2ec6f0d71e
Reject oversized media before fully downloading it ( #51896 )
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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 >
2026-08-24 01:15:09 +00:00
Dieter Schwarzmann
585bb07c70
feat: add SSE keep-alive comments for idle streaming responses ( #51034 )
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Signed-off-by: fuzzifikation <40043768+fuzzifikation@users.noreply.github.com >
2026-08-23 18:13:02 -07:00
Frank and Codex
cd329413e2
[Misc] Use VLLMValidationError in Cohere request validation ( #52467 )
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Signed-off-by: frank-suwen <suwenw2@outlook.com >
Co-authored-by: Codex <noreply@openai.com >
2026-08-24 00:52:27 +00:00
Aaron Hao
6cd9713463
[RL] P2P RDT weight sync ( #43375 )
2026-08-23 09:42:22 -07:00
Jensen Chen and Claude Opus 5
39eba6ac36
[Misc] Use VLLMValidationError in offline inference input validation ( #53432 )
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Signed-off-by: Jensen Chen <a1043904820@gmail.com >
Co-authored-by: Claude Opus 5 <noreply@anthropic.com >
2026-08-23 08:43:51 -07:00
Wyett
b26039b09f
Add routed expert loading for gpt-oss ( #52209 )
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Signed-off-by: Wyett <wyettzeng@gmail.com >
Signed-off-by: wyett <wyettzeng@gmail.com >
2026-08-23 17:59:08 +08:00
Cyrus Leung and Qwen Code
ebcd606467
[MM] Simplify prompt updates: replace PromptSeq with list[int] ( #53372 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
Co-authored-by: Qwen Code <noreply@alibaba-inc.com >
2026-08-23 14:50:32 +08:00
anmolgupt
a3561ef8e4
[Bugfix][Model] Mistral3: fix image placeholder grid for processor size overrides ( #52874 )
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Signed-off-by: Anmol Gupta <14880251+anmolgupt@users.noreply.github.com >
2026-08-22 21:34:38 -07:00
Andreas Karatzas
30b34171b1
[ROCm][CI] Restore attention coverage after KV-cache layout refactor ( #53351 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-08-22 20:00:25 -05:00
bbe8b23e1a
[Deprecation] Remove dead use_prefill_decode_attention flag ( #52557 )
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Signed-off-by: Brian Woods <me@brian.biz >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 22:38:10 +00:00
Zhou248
2f55ef254c
[Model] Add Qwen3-Omni DSpark support ( #52560 )
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Signed-off-by: Zhou248 <630563665@qq.com >
2026-08-22 15:35:22 -07:00
Shuolei Wang and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
236f78cc5c
[Core][RL] Support sparse checkpoint updates through native weight loaders ( #50723 )
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Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 17:39:58 +00:00
9eb9d9d395
[Perf] Support internal prefill checkpoints for Mamba prefix caching, 9%~25% TTFT improvement ( #52789 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com >
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-22 10:32:40 -07:00
Cyrus Leung
0b19ebcacd
[MM] Simplify _apply_hf_processor_main ( #53275 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-08-22 01:49:37 -07:00
Tianyu Guo
7ca49fbe4b
[Refactor][Model Runner V2][Multimodal] Move the encoder-only path out of the shared runner ( #53176 )
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Signed-off-by: Tianyu Guo <guoty@inferact.ai >
2026-08-22 05:11:44 +00:00
Yongye Zhu and OpenAI Codex
e9d1398d9e
[Bugfix][Kimi K3] Enable deferred MoE finalization before weight loading ( #53327 )
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Signed-off-by: Yongye Zhu <zyy1102000@gmail.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-22 11:23:32 +08:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
b2db227a7c
[Bugfix][R3] Unwrap UniformTypeKVCacheSpecs when selecting the routed-experts KV group ( #53240 )
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Signed-off-by: Hollow Man <hollowman@opensuse.org >
2026-08-21 19:13:53 -07:00
Lucas Wilkinson
8bdc70ec7b
[6/N][KV-Cache Layout Refactor] Standardize KV cache layout ( #51718 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
2026-08-21 17:47:49 -07:00
Misha Goin
9ff7041b55
[Bugfix][Spec Decode] Use group geometry for FlashAttention metadata ( #53002 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2026-08-21 17:07:19 -07:00
Misha Goin
a34f2ab70a
[Test] Add focused hybrid MTP prefix-cache regressions ( #53189 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2026-08-21 17:05:39 -07:00
Maroon Ayoub
a556f3fccb
Forward Anthropic vllm_xargs to sampling params ( #53308 )
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Signed-off-by: Maroon Ayoub <mayoub@redhat.com >
2026-08-21 15:23:21 -07:00
andrewbcohere
f94dcde5c5
Fix Cohere ChatV2 citation and tool handling issues ( #52175 )
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Signed-off-by: Andrew Berneshawi <andrewberneshawi@cohere.com >
2026-08-21 15:23:17 -07:00
stefankoncarevic
f37d5868b9
[CI/Build][ROCm] Run the TileLang HIP symbol checks in their own interpreter ( #53117 )
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Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com >
2026-08-21 16:17:42 -05:00
Kevin H. Luu and Andreas Karatzas
592e06f2ae
Revert "[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill" ( #53294 )
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Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-08-21 13:34:13 -07:00
Lucas Wilkinson and OpenAI Codex
0a3a4f7f35
[Bugfix][KV Connector][NIXL] Support PCP producers ( #52779 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-21 16:22:01 -04:00
3e47a9a824
[CI] Fix MultiConnector accuracy test lifecycle ( #53023 )
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Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
Signed-off-by: Andreas Karatzas <akaratza@amd.com >
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-21 13:19:19 -07:00
Divakar Verma
29b7c2f7d4
[ROCm][CI] aiter kernel ops - enable rope test ( #52854 )
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Signed-off-by: Divakar Verma <divakar.verma@amd.com >
2026-08-21 15:17:34 -05:00
Andreas Karatzas
a0af854f5d
[ROCm][CI] Stabilize MI355 FlyDSL MoE accuracy test ( #53024 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-08-21 13:17:18 -07:00
Divakar Verma
b5f7fcc79d
[ROCm][CI] Add float16 dtype and unsupported head size tests for paged attention ( #53177 )
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Signed-off-by: Divakar Verma <divakar.verma@amd.com >
2026-08-21 15:16:45 -05:00
Andreas Karatzas
88eb946cb1
[ROCm][CI] Stabilize MI355 FusedMoE test group ( #53025 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-08-21 13:15:25 -07:00
djramic
f15ea66b30
[ROCm][Test] Use platform FP8 dtype in ModelOpt FP8_PB_WO test ( #53268 )
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Signed-off-by: Djordje Ramic <djoramic@amd.com >
2026-08-21 15:06:19 -05:00
Wentao Ye
e6f35d3c69
[DSv4 Perf] Adaptive topk width for dsv4, making #50004 back ( #52823 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-08-21 12:11:45 -07:00
Summer Yang
d6c2fec9fd
[Cleanup][MLA] Remove FlashInfer DSpark DCP support ( #53139 )
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Signed-off-by: Summer Yang <girasoleyang@gmail.com >
2026-08-21 11:42:52 -07:00
vllm-agent and vllm-ci-failure-analyzer
ba53da60bb
Revert "[Bugfix][MoE] Tune FlashInfer experts to scheduler token limit" ( #52989 ) ( #53186 )
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Co-authored-by: vllm-ci-failure-analyzer <kevin@inferact.ai >
2026-08-21 12:39:28 -06:00