 Nick Hill
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0f66623b0d
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[Frontend] Rework fastokens integration (#43168)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-05-21 15:36:58 -07:00 |
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Michael Goin
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9b54e50e2c
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[Deprecation] Mark env vars covered by --moe-backend / --linear-backend (#43148)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-05-21 12:51:12 -07:00 |
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Nick HillandBugen Zhao
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f2ace1d57d
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[Frontend][RFC] Rust front-end integration (#40848)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
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2026-05-21 12:24:48 +08:00 |
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akii96
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bde560ed6e
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[ROCm] Add QuickReduce min-size override and codec threshold (#41675)
Signed-off-by: <>
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2026-05-20 17:46:51 -05:00 |
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meena-at-workandClaude Sonnet 4.6
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363fc84407
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Integrate flashinfer b12x MoE and FP4 GEMM kernels for SM120/121 (#40082)
Signed-off-by: Meenakshi Venkataraman <meenakshiv@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-05-20 17:21:11 +00:00 |
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Mohammad Miadh Angkad
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da03e549b3
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[UX] Add a persistent cache for FlashInfer autotuning (#42537)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-05-18 20:25:37 -07:00 |
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36e74c9ea4
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[KV Connector] Support disk offloading in MooncakeStoreConnector (#42689)
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-05-16 13:34:15 -07:00 |
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Jiangyun Zhu
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8a56da3845
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[Experimental] Breakable CUDA graph (#42304)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-05-16 22:04:12 +08:00 |
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Wentao YeandNick Hill
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ae4f59f0ec
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[Model Runner v2] Oracle for model runner v2 - qwen3 dense model by default [1/N] (#39337)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-05-14 10:02:33 -07:00 |
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Artur Fierkaandquinnlp
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3c413a5481
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Triton attention: add USE_TD constexpr for tensor descriptor Q/K/V load/store (#40327)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: quinnlp <quinnlp@users.noreply.github.com>
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2026-05-13 13:57:41 +02:00 |
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pschlan-amd
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39dff5ff39
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Add VLLM_USE_SPINLOOP_EXT to use more efficient busy polling (#36517)
Signed-off-by: Patrick Schlangen <pschlan@amd.com>
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2026-05-11 16:11:49 -07:00 |
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Nicolò Lucchesi
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770e9bd6b3
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[Nixl][PD] Lease renewal TTL KV blocks on P (#41383)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-05-11 09:27:30 +00:00 |
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shaharmor98andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f9f770ca0b
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fix nixl side-channel host selection (#41806)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-11 07:40:37 +00:00 |
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Kunshang Ji
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2ceea42958
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[XPU] use xpu topk topp sample kernel (#39285)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-05 18:05:17 +08:00 |
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Jeffrey Wang
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f04fd1677b
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[Ray] Enable RayExecutorV2 by default (#41421)
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
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2026-05-05 04:27:34 +00:00 |
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844df54269
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feat: update xgrammar==0.2.0 to use structural tags for strict tool calling + reasoning for more models (#40894)
Signed-off-by: Yuchuan <yuchuan.7streams@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Ubospica <ubospica@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-05-04 12:45:24 -07:00 |
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Jinzhen Lin
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08834cc3ce
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[Quantization] add humming mxfp4 moe backend (#41083)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2026-05-02 18:36:03 -07:00 |
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Roger WangandCopilot
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856ec4804a
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[DSv4] Tune default value of VLLM_MULTI_STREAM_GEMM_TOKEN_THRESHOLD (#41526)
Co-authored-by: Copilot <copilot@github.com>
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2026-05-02 18:32:09 -07:00 |
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Luka Govedič
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d58c42e19c
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[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-05-01 23:41:15 -04:00 |
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Yongye Zhu
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bcf5cac9fb
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[DSV4] Add knob to enable pre-attn gemm (#41443)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-01 12:23:17 -07:00 |
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raviguptaamd
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7075df79b3
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[ROCm] Enable DBO (Dynamic Batch Optimization) on ROCm (#34726)
Signed-off-by: raviguptaamd <ravi.gupta@amd.com>
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2026-05-01 09:18:30 +00:00 |
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cb1b02d0e8
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[Frontend] Add VLLM_SKIP_MODEL_NAME_VALIDATION environment variable (#34676)
Signed-off-by: Dhruv Singal <dhruvsingalabc@gmail.com>
Signed-off-by: Dhruv Singal <dsingal@Dhruvs-MacBook-Pro.local>
Signed-off-by: Your Name <you@example.com>
Signed-off-by: vLLM Assistant <assistant@vllm.ai>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Dhruv Singal <dsingal@Dhruvs-MacBook-Pro.local>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: OpenCode <noreply@openai.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
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2026-04-29 23:19:09 -07:00 |
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Hemanth Acharya
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6841f5dc77
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[ROCm] Add env flags to disable dynamic MXFP4 quant and enable AITER tuned GEMMs for Attention Projection Layers (#39987)
Signed-off-by: Hemanth Acharya <heachary@amd.com>
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2026-04-29 16:07:46 -07:00 |
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Artem Perevedentsev
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b92ef9ec5a
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[Perf] Enable FlashInfer top-k/top-p sampler by default (#40376)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-29 19:10:34 +04:00 |
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Jinzhen Lin
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9f771b3ab9
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[Quantization] add humming quantization kernel (#34556)
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2026-04-24 09:29:44 -04:00 |
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Shengqi ChenandClaude Opus 4.6
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3ed5231c6a
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[Build] Switch default CUDA to 13.0, update CUDA architecture lists, clean up stale build-args (#39878)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-23 15:51:28 +08:00 |
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6f2c71be8f
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[Multimodal] Add PyAV video backend for concurrent video decoding (#39986)
Signed-off-by: Jaseel Muhammad <jaseel.muhammad@mbzuai.ac.ae>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-21 20:14:57 -07:00 |
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Matthew BonanniandTyler Michael Smith
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96a85c5750
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[Startup][UX] Enable CUDAGraph memory profiling by default (#38284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-04-21 18:16:59 -04:00 |
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wang.yuqi
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3975eb6de6
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Revert "[Startup] Parallelize torch/transformers import + weight prefetch + forkserver prewarm" (#40438)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-21 08:47:18 +00:00 |
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Simon Mo
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8256833fe6
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[Startup] Parallelize torch/transformers import + weight prefetch + forkserver prewarm (#40331)
Signed-off-by: simon-mo <simon@inferact.ai>
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2026-04-21 10:49:32 +08:00 |
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bnellnmandRobert Shaw
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e1e318af01
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[MoE Refactor] Remove MoE DP chunking (#39107)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-14 09:48:05 -04:00 |
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Zhengxu Chenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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cae984060f
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[compile] Enable AOT compile with batch invariance mode. (#39201)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-12 19:58:33 -07:00 |
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Jee Jee Li
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715681c127
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[LoRA] Support dual CUDA streams-Linear Layer (#35721)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-13 10:57:07 +08:00 |
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Richard Zou
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f44afef6d6
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[compile] Allow strings in custom ops without regressing compilation times (#38123)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-10 07:26:37 +00:00 |
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fxmarty-amdandKyle Sayers
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00d7b497b3
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[NVFP4] Support NVFP4 dense models from modelopt and compressed-tensors on AMD Instinct MI300, MI355X and Hopper through emulation (#35733)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-04-06 16:18:27 -06:00 |
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Nicolò Lucchesi
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66e86f1dbd
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[Kernel] Mamba support different layout for Conv state (#37416)
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2026-04-03 01:50:09 +02:00 |
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Li, Jiang
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c6f722b93e
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[CPU] Support gelu act in cpu_fused_moe (#38770)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-04-02 14:14:32 +08:00 |
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Jeffrey Wang
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de5e6c44c6
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[Feat][Executor] Introduce RayExecutorV2 (#36836)
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
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2026-04-01 14:34:29 -07:00 |
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Lucas Wilkinson
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eb47454987
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[Bugfix][MLA] Add logits size budget to sparse indexer prefill chunking (#36178)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-04-01 00:15:53 -04:00 |
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Yifan Qiao
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91e4521f9f
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[Feat][v1] Simple yet General CPU KV Cache Offloading (#37160)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-03-31 17:58:37 -07:00 |
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Yintong Lu
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f09daea261
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[CPU] Support int8 compute mode in CPU AWQ (#35697)
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
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2026-03-31 15:27:37 +08:00 |
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Andreas Karatzas
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677424c7ac
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[Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-30 04:58:53 -07:00 |
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Juan Pérez de AlgabaandRussell Bryant
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b111f8a61f
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fix(security): Add VLLM_MAX_N_SEQUENCES environment variable and enforce limit (#37952)
Signed-off-by: jperezde <jperezde@redhat.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
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2026-03-27 09:02:10 -04:00 |
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Wei Zhaoandroot
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0904b6550d
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Fix multi-node allreduce fusion (#38136)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: root <root@theia0053.lyris.clusters.nvidia.com>
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2026-03-26 20:24:36 +00:00 |
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Kunshang Ji
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6ae8bbd0c2
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[XPU] Disable xpu graph by default (#38193)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-26 01:53:45 -07:00 |
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Gregory ShtrasbergandMicah Williamson
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189ddefbfd
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[ROCm] Attention selector reordering (#36702)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
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2026-03-25 17:42:56 +08:00 |
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RanranandWentao Ye
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dc6908ac6a
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[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
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>
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2026-03-23 18:31:14 -04:00 |
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Andreas Karatzas
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fb8b5e05fc
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[CI] Add retry with 4x backoff to HTTP fetches for transient failures (#37218)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-19 19:00:20 +00:00 |
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Zhengxu Chen
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e6ae4b1be1
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[compile] Enable mega aot artifact for torch 2.12+. (#37198)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
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2026-03-16 21:05:51 +00:00 |
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7acaea634c
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In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970)
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-03-15 23:35:35 +00:00 |
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