DaeHyun Sung
f94666b60d
[Bugfix][XPU] Skip oneCCL warm-up all_reduce when world_size == 1 ( #52389 )
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Signed-off-by: DaeHyun Sung <dhsung@lablup.com >
2026-08-23 21:31:33 -07:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 and Jee Jee Li
702e1d7186
[LoRA] feat: Support LoRA for DeepSeek V4 ( #53361 )
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Signed-off-by: Hollow Man <hollowman@opensuse.org >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2026-08-24 03:57:57 +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
danisereb
a7195188a4
Add MTP support for Nemotron VL models ( #53121 )
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Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com >
2026-08-24 00:59:56 +00:00
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
范裕达
185cada36b
[Model] Fix KV cache layout and optimize Dots3 NOTE Omni encoders ( #53460 )
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Signed-off-by: KurodaKanbei <mistergalahad@gmail.com >
2026-08-23 10:02:35 -07:00
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
Kevin H. Luu and OpenAI Codex
e25c586b90
[CI/Build] Pin Cython below 3.3 for arm64 tilelang sdist ( #53358 )
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Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-23 01:09:27 -07:00
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
d569e71bd0
[CI][AMD] Honor single-node Docker workload timeout ( #52547 )
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Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
2026-08-23 11:37:55 +08:00
Biswa Panda
9dba2c9b37
[Rust Frontend][RL]: report engine world size over gRPC ( #53204 )
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Signed-off-by: Biswa Panda <biswa.panda@gmail.com >
2026-08-23 02:31:23 +00:00
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
Taneem Ibrahim
a014e35f38
[Pooling] Fix Rust pooling endpoint for benchmark ( #53352 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
2026-08-22 15:45:09 -04:00
Wentao Ye
811d12ee26
[Mypy Fix] Mypy fix for "vllm/model_executor/models/[eE][fF]" ( #53381 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-08-22 15:41:27 -04:00
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
020829f66b
[MM] Remove renderer_applies_updates flag ( #53385 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-08-23 01:25:55 +08:00
Rohan Potdar
610bfc58e9
[ROCm] Ship rocprofiler-sdk 1.3.2 in Dockerfile.rocm_base to fix torch.profiler traces ( #53182 )
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Signed-off-by: Rohan138 <rohanpotdar138@gmail.com >
2026-08-22 12:16:25 -05:00
da329cc303
[Bugfix] Fix speculative decoding for short_conv (LFM2) models ( #50272 )
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Signed-off-by: jens.luecke <jens.luecke@liquid.ai >
Co-authored-by: Tonoken3 <sakamakismile@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 13:34:22 +00:00
Taneem Ibrahim and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
704f12aa1e
[Pooling] Report input throughput for batched requests ( #53213 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 09:01:40 -04:00
Kevin H. Luu and OpenAI Codex
10704541aa
[CI][ARM64] Restore known-good CUDA 13 builder image ( #53374 )
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Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
2026-08-22 03:50:33 -07:00
Cyrus Leung
040700aaa6
[MM] Address comments on #53275 ( #53364 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-08-22 10:27:59 +00:00
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
stefankoncarevic
7f4a1b7e24
[Bugfix][ROCM] Fix the MXFP8 block scale exponent ( #53110 )
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Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com >
2026-08-22 01:26:19 +00:00
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
e3f6026503
Revert "Remove native Hunyuan V1 and VL implementations" ( #53296 )
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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 13:39:58 -07:00
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
Kevin H. Luu
c0ff33404b
Revert compile-cache device index regression on CPU ( #53304 )
2026-08-21 16:08:13 -04:00
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