 baonudesifeizhaiandGitHub
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c3868bbbe4
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[compile] Add FlashInfer FP8 async TP fusion and preserve allreduce fusion ordering #27893 (#39505)
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
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2026-05-01 05:08:34 +00:00 |
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sychen52andGitHub
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947138b6c2
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Add nvfp4 kv cache support (#40177)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-05-01 04:55:16 +00:00 |
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Or OzeriandGitHub
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941fb50835
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[kv_offload+HMA][12/N]: Scheduler-side support for sliding window groups (#41228)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2026-05-01 06:59:17 +03:00 |
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6b6ac6c3c7
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[Kernel][MoE] Support GELU on TRT-LLM NvFP4 fused MoE for Gemma4 (#41050)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-01 03:37:43 +00:00 |
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Stefano CastagnettaandGitHub
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b542bdf7fb
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[Bugfix] Disable FlashInfer CUTLASS MoE on SM110 (Jetson Thor AGX) (#40808)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-30 20:08:49 -07:00 |
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Ronen SchafferandGitHub
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415a879899
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[KV Offload] Use Collection instead of Sequence/Iterable for OffloadingManager key parameters (#41361)
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>
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2026-05-01 05:18:38 +03:00 |
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Dong WandGitHub
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7198940b39
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[Model] Add Moondream3 model support(only query and caption skills) (#32325)
Signed-off-by: Dong Wang <dongw2019@gmail.com>
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2026-05-01 10:06:48 +08:00 |
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14043dfecd
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feat: Enable prompt_embeds Content Part Support in vLLM Chat Completions API (#40720)
Signed-off-by: Luis Robaina <luis@protopia.ai>
Signed-off-by: Luis Robaina 🚀 <luisfabian1545@gmail.com>
Signed-off-by: LuisRobaina <luis@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
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2026-05-01 10:05:55 +08:00 |
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Andreas KaratzasandGitHub
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1adaa5056b
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[ROCm][CI] Add ROCm score absolute tolerance floor (#41341)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-30 18:59:35 -07:00 |
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4d5c89295b
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(bugfix): block_size check for flex attn (#41363)
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-30 18:59:26 -07:00 |
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Nick HillandGitHub
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dd5506a157
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[Core] Simplify handling of scheduler_reserve_full_isl option (#41064)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-30 18:10:00 -07:00 |
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a3c83ff2fd
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Faster per-token fp8 group quant packed kernel for blackwell (#41326)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-30 18:09:55 -07:00 |
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Woosuk KwonandGitHub
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9c61864bf8
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[DeepSeek] Use torch.mm for bf16xbf16->fp32 gemm (#41300)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-04-30 16:28:57 -07:00 |
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Tran LeandGitHub
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71725f6730
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[Bugfix] Fix RoutedExpertsCapturer for Gemma 4 MoE (top_k_experts) (#41401)
Signed-off-by: Tran Le <tranle@fireworks.ai>
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2026-04-30 16:19:59 -07:00 |
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b4806c8ee1
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[DSV4] Add BF16 and MXFP8 A2A support for flashinfer a2a one sided (#40960)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-30 15:33:12 -07:00 |
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Wentao YeandGitHub
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526927be94
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[Model Runner v2] Fix v2 compile counter num_gpu_runner_capture_triggers and num_cudagraph_captured (#41285)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-30 15:20:11 -07:00 |
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Michael GoinandGitHub
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75a4c166f2
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Fix typo in log message for indexer cache (#41419)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-04-30 15:02:14 -07:00 |
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2917d6363a
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[NVFP4][Hopper/AMD Instinct] Add Triton kernels for NVFP4 dequantization and QDQ emulation (#40033)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-30 17:35:48 -04:00 |
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Stefano CastagnettaandGitHub
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efb4cdf2b8
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[CI/Build] Skip Prithvi/Terratorch model-registry tests when terratorch is missing (#41389)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-30 12:47:55 -07:00 |
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92a7c121b6
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[CI] Add MTP coverage: Qwen3.5 correctness + no-sync spec decode (#40472)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 12:24:09 -07:00 |
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Jee Jee LiandGitHub
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307b17ce33
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[DSV4] Avoid redundant dtype conversion. (#41374)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-30 09:57:27 -07:00 |
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3ca6ca210f
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xpu docker: pin oneAPI to 2025.3 and avoid unintended 2026 upgrade (#41380)
Signed-off-by: wendyliu235 <wenjun.liu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-04-30 16:02:23 +00:00 |
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Stefano CastagnettaandGitHub
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10558f5f46
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[CI/Build] Skip terratorch + torchgeo while PyPI has lightning quarantined (#41377)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-30 07:59:07 -07:00 |
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121dbe7a22
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[ROCm] ROCm DeepEP API updated to latest (#39721)
Signed-off-by: Tej Kiran <vpolamre@amd.com>
Signed-off-by: tej <37236721+itej89@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: HAIAI <39548240+HAIAI@users.noreply.github.com>
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2026-04-30 07:46:59 -07:00 |
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Matthew BonanniandGitHub
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f03d82efdd
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[UX][Bugfix] Fix OOM by setting PyTorch max_split_size_mb during model loading (#41268)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-30 07:46:54 -07:00 |
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a7fb008510
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[EPLB] Optimize memory overhead in Nixl communicator (#40013)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-04-30 07:46:49 -07:00 |
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Harry MellorandGitHub
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ff449b6426
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Stop mergify labelling from skipping pre-commit (#41362)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-04-30 05:48:38 -07:00 |
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3527229517
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[Doc] Fix RTD build: pytorch.org/docs/stable/objects.inv returns 404 (#41353)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-04-30 05:06:44 -07:00 |
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b55b26520c
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[MoE] Make MoERunnerInterface a PluggableLayer for OOT support (#35178)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 03:31:08 -07:00 |
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snadampalandGitHub
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3179e53135
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[P/D] Prefill compute optimizations with bi-directional KV cache transfers between P and D nodes (#32553)
Signed-off-by: Sunita Nadampalli <nadampal@amazon.com>
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2026-04-30 10:14:20 +00:00 |
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Nicolò LucchesiandGitHub
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efdc95674d
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[KVConnector] MultiConnector SupportsHMA (#39571)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-04-30 02:10:50 -07:00 |
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54146a9bf9
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[Bugfix] correct h matrix layout in chunk_kda output kernel (#40956)
Signed-off-by: ChenxiQian <chenxi.qian.cq@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-30 16:22:41 +08:00 |
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ca97f7b9bb
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Fix Gemma4 MoE expert weight remapping (#41206)
Signed-off-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Co-authored-by: sunghoon.baek <sunghoon.baek@connectfy.cloud>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-04-30 00:12:42 -07:00 |
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Ekagra RanjanandGitHub
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a04e0cf3b8
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Fix Cohere ASR after HF upgrade (#40582)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2026-04-29 23:39:04 -07:00 |
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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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a749a33d8d
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[Bugfix] Fix persistent_topk cooperative deadlock at TopK=1024 (#41189)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-04-29 21:03:45 -07:00 |
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c42981d034
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[Refactor][kv_offload] KV Offloading maintainability improvements (#40538)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-04-30 05:55:31 +03:00 |
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Wei ZhaoandGitHub
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0ff1bf9bb1
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[Bugfix] Fix failure to allocate KV blocks error (#41282)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-04-29 18:44:07 -07:00 |
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0ab67c0222
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[CI] Add key field to all test_areas pipeline steps (#41201)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-29 16:59:16 -07:00 |
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Rohan PotdarandGitHub
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3795d7acf4
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[ROCm][Bugfix][GPTOSS]: fix input_ids and expert_map args for quark w4a8 gptoss (#41165)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-04-29 16:39:01 -07:00 |
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Nick HillandGitHub
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18599bfdf2
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[Ci][BugFix] Fix slow DP tests due to bad teardown logic (#41166)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-29 19:31:00 -04:00 |
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Thien TranandGitHub
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296741d025
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[DSv4] Use cvt PTX for FP32->FP4 conversion (#41015)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-04-29 16:16:40 -07:00 |
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a966aaed30
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[Bugfix][MLA] Size arange_buffer to max_num_batched_tokens to prevent CUDA IMA (#39277)
Signed-off-by: UranusSeven <109661872+UranusSeven@users.noreply.github.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-04-29 16:14:50 -07:00 |
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Hemanth AcharyaandGitHub
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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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roikoren755andGitHub
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c2fb013312
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[Bugfix][Compile] Fix gc.collect/empty_cache patch arity in CUDAGraphWrapper (#41235)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-04-29 21:59:18 +00:00 |
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ccfb620c62
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Create tests/distributed/test_mnnvl_alltoall.py (#35241)
Signed-off-by: Rishi Puri <riship@nvidia.com>
Signed-off-by: Claude <claude@anthropic.com>
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <claude@anthropic.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
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2026-04-29 21:56:56 +00:00 |
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0335316a9b
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[BUG] Two phase pause to prevent deadlock (#39366)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-04-29 17:51:03 -04:00 |
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Rohan PotdarandGitHub
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944e138bcf
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[ROCm][Bugfix]: W4A4 MOE using emulation instead of AITER on MXFP4-supported hardware (#41175)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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2026-04-29 16:39:03 -05:00 |
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b58669cb42
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[Perf][Spec Decode] Avoid per-step numpy allocation in prepare_next_t… (#41043)
Signed-off-by: wangluochao902 <wangluochao902@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-29 14:20:13 -07:00 |
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Isotr0pyandGitHub
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1628239eb2
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[Multimodal][Render] Skip mm processor initialization and warmup for text-only mode (#41246)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-29 14:16:19 -07:00 |
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