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560ef78bfe
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[Perf][Model Runner V2] Compact sampling masks on GPU instead of unpacking the full-vocab bitmask on CPU (#54901)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: vx120 <893600387@qq.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: vx120 <893600387@qq.com>
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2026-09-03 19:03:36 -07:00 |
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Nicolò Lucchesiandcjackal
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f81eb41934
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[Bugfix] adjust_dcp_kv_cache_interleave_size for NixlConnector only (#54803)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-09-02 12:31:14 +02:00 |
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Eli Nabro Yeongmin OhandCodex
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cdefd9d499
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[Bugfix] Support Sentence Transformers 5.4+ serialized configs (#54533)
Signed-off-by: maireneu <maireneu@gmail.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-01 15:53:38 +00:00 |
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Ziming HuangandOpenAI Codex
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481839ad9e
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[Feature][Spec] Support disabling trailing prefix-cache block dropping (#53388)
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Signed-off-by: Ziming Huang <48115868+ZeldaHuang@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-01 19:12:36 +08:00 |
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ce2e343be1
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[ROCm] Keep GLM-5.2 on MRV1 and disable default breakable cudagraph (#53155)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-31 23:17:54 -05:00 |
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Nicolò Lucchesi
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7f4793eaa3
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[Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-08-29 16:03:53 +00:00 |
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Nick Hill
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4aab2b0ebe
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[Model Runner V2] Use MRV2 for all models by default (#53183)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-27 11:59:34 -07:00 |
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vllm-agentandKevin Luu
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d1e5e66ee3
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[Bugfix] Restore portable all2all backend default (#53952)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
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2026-08-26 16:19:49 -07:00 |
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a4d70bef37
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[Model Runner V2] Reserve CUDA graph memory (#53306)
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>
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2026-08-23 23:11:19 -07:00 |
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Zhou248
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2f55ef254c
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[Model] Add Qwen3-Omni DSpark support (#52560)
Signed-off-by: Zhou248 <630563665@qq.com>
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2026-08-22 15:35:22 -07:00 |
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SoluMilken
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27ec8ac626
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[Bugfix] Fix MTP draft model using local cache path instead of S3 URL with runai_streamer (#42079)
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
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2026-08-21 09:07:08 -07:00 |
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Zihan Zhang
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b389ac2946
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[Spec Decode] DFlash2: local convolution + candidate selector (#52816)
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2026-08-20 22:27:22 -07:00 |
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7cfb97e337
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[Frontend][Core][Spec Decode] Per-request acceptance stats in OpenAI API responses (#48915)
Signed-off-by: Matthew Kotila <7692737+matthewkotila@users.noreply.github.com>
Co-authored-by: Reed Meyerson <31574681+reed-meyerson@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-08-20 15:42:49 -07:00 |
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01af92e175
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[Feature][Model Runner V2] Support extract_hidden_states speculation (#49811)
Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-20 11:13:43 -04:00 |
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Harry Mellor
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f0c14b4f77
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Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 10:31:55 +00:00 |
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Woosuk Kwon
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b09bd69b5b
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[Model][NVIDIA] Route DSA models to the CUDA non-compiled path (#52861)
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2026-08-19 00:13:52 -07:00 |
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Taneem Ibrahim
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08afae2786
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[ModelRunner v2] Enable MRV2 for pooling models by default (#48290)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-08-18 21:36:05 -07:00 |
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70afdedc10
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[K3] support recoverssm for K3 (#51855)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-17 19:34:14 +08:00 |
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Nick Hill
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8efa13b700
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[Bugfix] Pick the DeepSeek V4 eager cudagraph region per model runner (#52401)
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2026-08-15 21:04:08 -07:00 |
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kx
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2ac1f683f1
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[BugFix] Reserve the bonus query slot in DFlash scheduling budget (#51256)
Signed-off-by: HF-001 <1670186653@qq.com>
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2026-08-13 03:50:23 +00:00 |
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Woosuk KwonandOpenAI Codex
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87668ab69b
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[Bugfix] Guard DeepSeek V4 MRV1 piecewise CUDA graphs (#51768)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 07:34:44 -07:00 |
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aoshen02andOpenAI Codex
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22a175921c
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[BugFix] Reject invalid data-parallel RPC ports (#51469)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-08 12:23:26 +08:00 |
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music-dinoandHarry Mellor
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a231c5ceac
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[Bugfix] Skip fetching revision for model when model and weights_model are different (#51260)
Signed-off-by: Dino Music <Dino.Music@amd.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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2026-08-07 12:55:50 +00:00 |
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JooHo Lee
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c0202c5603
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[Bugfix][Spec Decode] Auto-enable async scheduling for draft models (#48341)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
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2026-08-06 13:51:40 +08:00 |
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aoshen02andAndy Lo
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8cfa01cdd2
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[BugFix] Dense multinode DP rescope with regression test (#49212)
Signed-off-by: Andy Lo <andy@mistral.ai>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Andy Lo <andy@mistral.ai>
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2026-08-05 18:12:03 -07:00 |
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+13
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aeeb36b1f1
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[New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-07-30 03:49:58 -07:00 |
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Guan-Ming Chiu
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8d28b48d01
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[Perf] Isolate MM preprocessing on its own executor (#49524)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-26 08:04:17 +00:00 |
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0b0bd2b5f6
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[Feature] Add fault tolerance framework (simplified) for DP+EP external LB deployments (#44428)
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Signed-off-by: a798347923 <2645302020@qq.com>
Signed-off-by: TianZhuo <2770730562@qq.com>
Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com>
Signed-off-by: 205150940 <112750056+205150940@users.noreply.github.com>
Signed-off-by: w00689259 <wangzhuo66@huawei.com>
Signed-off-by: zWaNg3 <37772915+zWaNg3@users.noreply.github.com>
Signed-off-by: zWaNg3 <389750525@qq.com>
Signed-off-by: yzchang-plus <1078477584@qq.com>
Signed-off-by: Jade Zheng <zheng.shoujian@outlook.com>
Co-authored-by: zWaNg3 <37772915+zWaNg3@users.noreply.github.com>
Co-authored-by: a798347923 <2645302020@qq.com>
Co-authored-by: TianZhuo <2770730562@qq.com>
Co-authored-by: 205150940 <112750056+205150940@users.noreply.github.com>
Co-authored-by: a798347923 <39047817+a798347923@users.noreply.github.com>
Co-authored-by: w00689259 <wangzhuo66@huawei.com>
Co-authored-by: zWaNg3 <389750525@qq.com>
Co-authored-by: yzchang-plus <1078477584@qq.com>
Co-authored-by: Jade Zheng <zheng.shoujian@outlook.com>
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2026-07-25 11:49:09 -04:00 |
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Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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7b40fb9645
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[UX] Reject incompatible nested runtime overrides (#49247)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-24 07:16:22 -07:00 |
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6570c9800c
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[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-15 23:40:07 -07:00 |
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Yan XuandJingyi Yang
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95ed0feaa5
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DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
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2026-07-09 21:34:45 -07:00 |
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Jee Jee Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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32ab064621
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[UX] Add model_class_overrides for development and debugging (#47148)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-07 11:43:08 +08:00 |
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07516fda67
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[MRV2][SD] Make Dynamic SD comatible with Full Cuda Graphs (#45953)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-03 23:58:27 -04:00 |
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Wentao YeandNick Hill
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a2f713002d
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[ModelRunner V2] Enable by default for all dense models (#44443)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-02 18:48:57 +08:00 |
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Yejing LaiandKunshang Ji
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ae2c4f3db7
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[XPU][UT]Fix xpu pass_config.fuse_norm_quant assert issue (#46804)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-29 21:13:44 -07:00 |
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Wentao Ye
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b53b1c7ffe
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[Model Runner V2] Migration to support quantized model by default [5/N] (#44446)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-18 12:20:44 -07:00 |
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Ting SUN
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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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Wentao Ye
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88a9cdd439
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[Model Runner V2] Enable GraniteMOE for MRv2 by default (#45461)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-16 09:31:32 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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78739c1946
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[Model Runner v2] Migration from v1 to v2, with Qwen and DSv2 MOE models [3/N] (#42667)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-12 20:44:52 +00:00 |
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Nick Hillandyewentao256
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da107a59e5
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[MRV2] Also enable MRV2 for Llama and Mistral dense models (#43458)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
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2026-06-02 11:18:46 -07:00 |
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Injae Ryou
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165460941f
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[BugFix] HFValidationError with cloud storage URIs when HF_HUB_OFFLINE=1 (#39155)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
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2026-05-27 10:53:32 -05:00 |
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Nicolò LucchesiandNick Hill
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fba010dd74
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[Bugfix][MRV2] Fix KVCache tensor explicit kernel_block_size dim (#42766)
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-05-18 20:25:41 -07:00 |
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Nicolò Lucchesi
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69c91d010a
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[MRv2] Default to MRv1 when a connector is present (#42955)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-05-18 20:34:16 +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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Siddharth Bedekar
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f51f6844f9
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[Bugfix][Spec Decode] Wire draft_probs into probabilistic draft_model rejection (#40269)
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2026-05-13 21:04:03 -04:00 |
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Wentao Ye
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577b9623e6
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[Bug] Fix status update address for non-MOE model within external dp mode (#40839)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-04 16:37:16 -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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wliao2
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3abf858443
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[Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-15 11:02:35 +08:00 |
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Tihomir Elek
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8d825b87d6
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[Bug] Fix TypeError when hf_config.architectures is None during model loading (#38849)
Signed-off-by: Tihomir Elek <tiho.elek@gmail.com>
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2026-04-13 12:13:21 +01:00 |
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40bb175027
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[vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-03-31 22:15:05 -04:00 |
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