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ba702e978e
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[Attention] Skip sparse indexer scoring for dense short prefills (#48407)
Signed-off-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-28 16:17:22 +00:00 |
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9321aff536
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[Bugfix] Wait for the linear bias before layerwise online processing (#49805)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-07-25 17:56:32 +00:00 |
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Harry MellorandGitHub
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9a50464698
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[CI] Stop flaky test from downloading model every time (#49800)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-25 13:29:36 +00:00 |
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ca0defa343
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Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-25 04:18:39 -07:00 |
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ba18929079
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[Bugfix][SpecDecode] Scope MTP completeness checks outside bucketed updates (#49178)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
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2026-07-21 18:56:39 -07:00 |
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97a668152b
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[RL Infra][FlashInfer] Enable router replay output from FlashInfer monolithic MoE kernel (#44214)
Signed-off-by: Xuanyu Zhang <xuanyu.zhang@mistral.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-20 16:45:10 -07:00 |
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7ca017778f
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[Feat][Perf] Add new warmup infrastructure for JITs (#47451)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-20 13:21:55 -07:00 |
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cc25f028b7
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[Loader] Improve InstantTensor loading (#46868)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-17 16:30:02 -04:00 |
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0bd6b85a1f
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[Bugfix] Preserve unloaded non-persistent buffers during layerwise reload (#44371)
Signed-off-by: Joan Velja <joan.velja22@gmail.com>
Co-authored-by: Dakai An <77474977+andakai@users.noreply.github.com>
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2026-07-14 17:46:29 -07:00 |
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aoshen02andGitHub
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3ca242d1b6
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[Bugfix][R3] Exclude draft routers from expert capture (#48622)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-07-14 17:45:35 -07:00 |
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85c09e9885
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fix: correct load_weights track logic and enable weight integrity for… (#41811)
Signed-off-by: Yipeng Hu <i26268@metax-tech.com>
Signed-off-by: HuYiPeng <144002351+MynameFelix@users.noreply.github.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Yipeng Hu <i26268@metax-tech.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-10 14:08:20 +00:00 |
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Ting SUNandGitHub
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91b5647300
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[Bugfix][Model] Allow Run:ai memory_limit sentinel values (#47337)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-07-05 00:08:34 +00:00 |
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Chaojun ZhangandGitHub
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ea9ddf59fc
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[XPU][CI] Enable shared loader test (#45977)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-06-30 11:20:33 +00:00 |
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Harry MellorandGitHub
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5051698e41
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Remove unnecessary load_weights methods (#44589)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-29 01:52:23 -07:00 |
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a2abce646f
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[EPLB] Mask padding in EPLB load recording (#38128)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
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2026-06-28 19:43:58 -07:00 |
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44d95069e9
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Enable DeepSeek V4 and GLM-5.1 on SM120 (#43477)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-22 11:54:14 -07:00 |
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Ting SUNandGitHub
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9d4b87f4f0
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[Bugfix][Model] Validate DefaultModelLoader / LoadConfig and fail with clear errors (#45196)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-06-17 21:46:33 +00:00 |
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405c7cf283
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[ZenCPU] Add zencpu Platform Runtime Logging and Docs (#42726)
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2026-06-16 08:23:12 -04:00 |
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9d808e2309
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[Core] Use fastsafetensors ParallelLoader for weight loading (#40183)
Signed-off-by: Git Bisector <gitbisector@gmail.com>
Signed-off-by: gitbisector <gitbisector@gmail.com>
Signed-off-by: git bisector <gitbisector@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-06-15 22:32:05 -07:00 |
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Ting SUNandGitHub
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3d6ce816f0
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[Bugfix][Model] Validate runai_streamer model_loader_extra_config (#45291)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-06-14 19:23:30 -07:00 |
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Ting SUNandGitHub
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c1076839c9
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[Bugfix][Model] Pass revision by name in Run:ai and bitsandbytes index downloads (#45308)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-06-11 20:21:46 -07:00 |
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6f573f486b
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[Bugfix] Initialize missing attributes in mistral eagle (#45217)
Signed-off-by: jpwang <jpwang@smail.nju.edu.cn>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-12 08:21:01 +08:00 |
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c9e5bf8135
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[Bugfix] Fix layerwise reload dropping params after a composed weight loader (#44814)
Signed-off-by: hallerite <git@hallerite.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-06-10 06:42:05 -07:00 |
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bnellnmandGitHub
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dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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Taneem IbrahimandGitHub
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eafbb06331
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[Misc] Replaced asserts with proper exceptions to improve UX for pooling (#44593)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-06-06 05:57:26 +00:00 |
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62215e72c6
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Remove KV cache scale boilerplate from model weight loading methods (#43167)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-05 05:19:04 -07:00 |
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Taneem IbrahimandGitHub
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8d9536a775
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[Misc] Add unit tests for pooler head classes (#44471)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-06-04 17:59:25 +00:00 |
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JartXandGitHub
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7b476c8f14
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[ROCm][CI] Skip fp8 reload tests on gfx90a (MI250) (#44369)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-06-02 22:27:14 -05:00 |
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JartXandGitHub
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4454a18695
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[ROCm][CI] Fix stale wvSplitK GEMM fallback test for N=5 (#44368)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-06-02 22:00:25 -05:00 |
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Nick HillandGitHub
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cab5c9a2a9
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[Core] Move max_concurrent_batches to VllmConfig (#44274)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-02 08:57:25 -07:00 |
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5502c3b52d
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[Misc] added unit tests for the core pooling methods (#43818)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-29 14:40:31 +00:00 |
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Benjamin BartelsandGitHub
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05eec7120e
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Fix RunAI streamer tensor buffer reuse during weight loading (#43464)
Signed-off-by: bbartels <benjamin@bartels.dev>
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2026-05-27 19:16:52 -07:00 |
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Wei-Ming ChenandGitHub
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6f5b533241
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Add LM head quantization support for ModelOpt (#42124)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
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2026-05-26 09:21:05 -07:00 |
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b3c7ffcab8
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[Misc] Replace assert with proper exceptions for security and validation in pooling (#43286)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-05-22 18:43:33 +08:00 |
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17b69828a0
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[Core] Add native ModelExpress load format (#43105)
Signed-off-by: Zheng Luo <zheluo@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-05-21 16:05:01 -04:00 |
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Mohammad Miadh AngkadandGitHub
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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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Taneem IbrahimandGitHub
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1c8e9c0399
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Refactor: Pass num_labels explicitly to PoolerClassify instead of reading from global config (#42851)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-05-17 14:40:21 +00:00 |
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Taneem IbrahimandGitHub
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787bc0d031
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Add unit tests for pooler activation functions (#42824)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-05-16 14:58:16 -04:00 |
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1ccdf87507
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[Bugfix] Fix layerwise reload alias-buffer corruption (#42481)
Signed-off-by: rasdani <73563550+rasdani@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-05-15 15:20:53 -07:00 |
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c7560af424
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[RFC] Replace shared-memory routed experts with ModelRunnerOutput transfer and HTTP support (#39568)
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
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2026-05-14 14:12:30 +00:00 |
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aoshen02andGitHub
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8c79ad6580
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Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-05-13 23:49:01 -07:00 |
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Hiroaki MikamiandGitHub
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90f145aaf7
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[Models][Gemma3/Gemma4] Support hidden_act variants in gated MLP (#40588)
Signed-off-by: Hiroaki Mikami <hiroaki8270+github@gmail.com>
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2026-05-08 11:29:11 -07:00 |
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1d694e78c9
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[Examples][last/6] Resettle examples. (#41084)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-07 19:42:12 -07:00 |
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TomerBN-NvidiaandGitHub
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8189a15914
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[Core] Replace routing replay with device cache and async D2H pipeline (#39917)
Signed-off-by: Tomer Barnatan <tbarnatan@nvidia.com>
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2026-05-07 11:24:56 -07:00 |
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Alex BrooksandGitHub
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db9a84e0cd
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[Bugfix] Fix FP8 Bias Loading (#41424)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-03 20:30:04 +00:00 |
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Luka GovedičandGitHub
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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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+8
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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4269b79409
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[Model] Use mm_features to compute mrope positions for PaddleOCR-VL (#39888)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
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2026-04-16 06:14:00 -07:00 |
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lalit10andGitHub
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17d87168d2
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[Model] Use mm_features for Keye-VL and Keye-1.5-VL M-RoPE (#39869)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
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2026-04-16 02:16:06 -07:00 |
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Asaf GardinandGitHub
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19fa90ed0d
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[Quantization] - Layerwise reloading of Attention/KV quantized models (#38995)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-04-15 18:03:32 -07:00 |
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