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1133 Commits
Author SHA1 Message Date
+13
Jiangyun ZhuIsotr0pyThien TranBugen ZhaoYongye ZhuZiming HuangRoger WangIsotr0pyaoshen02Woosuk KwonJee Jee Liaoshen02Summer YangKevin H. LuuBowen WanggnovackNick HillYifan QiaoxiaozhoupyRoy WangJeff MaCodexWei Zhao
 		aeeb36b1f1 [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>
 2026-07-30 03:49:58 -07:00
Shuolei Wang 9069a57139 [Core][Frontend] Add weight version tagging for RL rollouts (#49040) 
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Signed-off-by: Shuolei Wang <948904026@qq.com>
 2026-07-28 14:35:29 +08:00
nvbfalk 60915c972c [Feature] Add VidCom2 video token pruning (#47750) 
Signed-off-by: Benedikt Falk <bfalk@nvidia.com>
 2026-07-28 03:20:17 +00:00
Harry Mellor 26d725c334 [Model] Add VaultGemma via Transformers modeling backend (#49803) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-07-25 16:54:15 +00:00
fangyuchuzWaNg3a798347923TianZhuo205150940a798347923w00689259zWaNg3yzchang-plusJade Zheng
 		0b0bd2b5f6 [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>
 2026-07-25 11:49:09 -04:00
Harry Mellor 3e74c60b9c [Docs] Use gen-files for generated docs content (#49587) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-07-25 14:43:21 +00:00
Johnny-LiouClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>tomeras91Cyrus Leung
 		866fea2b99 [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018) 
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-07-24 09:39:49 -07:00
Taneem IbrahimandWentao Ye 453f01783d [UX] Improve data-parallel launch validation (#49124) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-07-24 07:16:39 -07:00
Nicolò Lucchesi 7a98c7a392 [Misc] Remove old now unsupported max_num_partial_prefills and max_long_partial_prefills (#49244) 
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
 2026-07-21 08:52:52 +00:00
Woosuk KwonBugen ZhaoGiancarlo DelfinIsotr0pyIsotr0pyJee Jee LiRoger WangYifan QiaoClaude Fable 5OpenAI Codex
 		f3e9497e92 [Model] Add Inkling LoRA support [4/N] (#48884) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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>
 2026-07-17 09:52:15 +08:00
Thien Tran 85e296950c BF16x3 router GEMM (#47973) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-07-16 17:04:20 +08:00
Michael GoinandClaude Opus 4.8 8bfd683901 [Spec Decode] Add kv_cache_dtype to speculative_config to control separately from target (#48787) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-15 23:49:23 -06:00
vx120crp0128aoshen02Claude Opus 4.8
 		fc1c548093 Runtime Draft Weight Update for Speculative Decoding (#46725) 
Signed-off-by: vx120 <893600387@qq.com>
Signed-off-by: vx120 <57470515+vx120@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: crp0128 <191679376@qq.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-11 22:51:53 -07:00
Jiangyun ZhuandYifan Qiao 481e481be7 [2/N][Core] support partial prefix cache hit for hybrid model (#46384) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
 2026-07-12 05:37:51 +00:00
Yan XuandJingyi Yang 95ed0feaa5 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>
 2026-07-09 21:34:45 -07:00
Nicolò Lucchesi bd3bb4eb26 [Misc][Docs] Add human-readable integer support for more cli-args (#47608) 
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
 2026-07-08 09:43:34 +00:00
Jee Jee Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 32ab064621 [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>
 2026-07-07 11:43:08 +08:00
Aaron HaoandClaude Sonnet 4.6 77a9c5ae28 Weight sync refactor + move sparse nccl engine (#44353) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: haoaaron <ahao@anyscale.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-07-01 01:25:19 -07:00
Brandon PelfreyandRoger Wang af16446bf3 Vram semaphore infra (#44465) 
Signed-off-by: Brandon Pelfrey <bpelfrey@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-06-26 17:32:51 -07:00
Ting SUNandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> f1a6703edd [Bugfix][Config] Keep pydantic validation for fields with a TYPE_CHECKING Literal alias (#46220) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-24 12:25:50 +00:00
Roberto L. Castro d86c66c981 [Feat] Add runtime monitor for post-warmup CuTeDSL compilation (#46167) 2026-06-23 23:33:17 +00:00
Tyler Michael SmithClaudeCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>kourosh hakhamaneshi
 		ebfbcfe46a Stop setting CUDA_VISIBLE_DEVICES internally in vLLM, add device_ids arg (#45026) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: kourosh hakhamaneshi <kouroshHakha@users.noreply.github.com>
 2026-06-20 13:38:10 -07:00
Ting SUN 9d4b87f4f0 [Bugfix][Model] Validate DefaultModelLoader / LoadConfig and fail with clear errors (#45196) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
 2026-06-17 21:46:33 +00:00
Nick Hill d8d95998dc [Core] Add prefill step cadence for better non-PD DP balancing (#44558) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-06-16 13:17:18 -07:00
Thien Tran b2cfae777d Add Triton recompile detection (#45631) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-06-16 18:25:28 +08:00
Isotr0py 6635279d8a [Migration] Migrate GGUF quantization support to plugin (#39612) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-06-12 12:02:21 -07:00
Lucas WilkinsonMartin KuklaMatthew BonanniDipika SikkaNickLucchejiahancAlec KohlhoffPorras HuangClaudescoootscooob
 		eb28452b10 [Model] Add DiffusionGemma Support (#45163) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
 2026-06-11 22:17:35 -07:00
Nick HillandClaude Opus 4.8 4085ff7cb4 [Core] Add kvcache watermark to reduce preemptions (#44594) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-06-11 08:27:31 -07:00
Injae Ryou 165460941f [BugFix] HFValidationError with cloud storage URIs when HF_HUB_OFFLINE=1 (#39155) 
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
 2026-05-27 10:53:32 -05:00
Thien Tran d56612c621 [GDN] GDN Prefill kernel for SM100 (#43273) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-05-26 14:02:11 +08:00
Ashwin Giridharanandabinggo 84e351555a [Bugfix] Auto-raise max_num_batched_tokens for prefix-LM multimodal models (#43051) 
Signed-off-by: Ashwin Giridharan <girida@amazon.com>
Co-authored-by: abinggo <107740309+abinggo@users.noreply.github.com>
 2026-05-22 21:23:50 -07:00
Wentao Yerobertgshaw2-redhatRobert ShawNick Hill
 		0ddd7dd656 [Frontend] DP Supervisor (#40841) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: robertgshaw2-redhat <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-05-21 20:33:16 -07:00
fangyuchuzWaNg3mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		e26e1f0928 [Feature] Add --cpu-distributed-timeout-seconds CLI Option for CPU Process Group Timeout (#42968) 
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Signed-off-by: zWaNg3 <389750525@qq.com>
Co-authored-by: zWaNg3 <389750525@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-21 15:42:07 -07:00
Kebe 19cf334207 [Feature] Support manually enabling the cumem allocator (#33648) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2026-05-20 08:58:30 -04:00
Michael GoinandClaude 239b5ff30c [Frontend] Add --spec-method/--spec-model/--spec-tokens CLI aliases (#42476) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-18 17:22:27 -07:00
Jee Jee Ligemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Roger Wang
 		7d5b033782 [LoRA] Support 2D and 3D MoE LoRA adapter at the same time (#42242) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-18 15:22:26 +08:00
Michael Goin b2a27b82d9 [Kernel][UX] Add --linear-backend arg for linear kernel selection (#39538) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-05-15 17:07:39 -07:00
PatchyTISandPatchouliTaisa 0162596603 [Model Runner V2] FP32 gumbel sampling. (#41775) 
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
 2026-05-15 09:20:08 -07:00
Michael Goin 8efd508204 [Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566) 2026-05-13 16:58:32 -04:00
CynicDora 256dbcaabf [Feature] Support custom callable proposer backend for speculative decoding (#39487) 
Signed-off-by: 524031910363 <hyzhyzsh@sjtu.edu.cn>
Signed-off-by: CynicDora <hyzhyzsh@sjtu.edu.cn>
 2026-05-13 16:53:01 +00:00
Mohammad Miadh Angkad 21943d4c25 [Performance] Make safetensors checkpoint prefetch settings configurable (#41499) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
 2026-05-10 15:55:15 +00:00
Dao007forever 3f5bd482f5 [Bugfix][KV Transfer][NIXL] Notify P node on pre-admission rejection to free stranded KV blocks (#41269) 2026-05-09 22:52:09 -07:00
Christian VanandChristian Van 0d382ecde8 Handle optional bool-or-string CLI args in get_kwargs (#40951) 
Signed-off-by: Christian Van <cvan20191@gmail.com>
Co-authored-by: Christian Van <cvan20191@gmail.com>
 2026-05-09 19:47:21 -07:00
Sumanth R Hegde e3b65a5ba0 [feat] Add explicit /start_weight_update and /finish_weight_update APIs for weight transfer (#39212) 2026-05-08 18:03:33 -07:00
JartXJim SmithSandermageClaude
 		4f2af1a7c0 [Feature] TurboQuant: support hybrid models and uniform quantization (#39931) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Jim Smith <jhsmith0@me.com>
Co-authored-by: Sandermage <sandermage@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-04 20:14:01 -04:00
Wentao Ye 577b9623e6 [Bug] Fix status update address for non-MOE model within external dp mode (#40839) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-05-04 16:37:16 -07:00
Bugen Zhaoandwang.yuqi a07642667d [Bugfix] Pass reasoning parser kwargs to structured output (#41199) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-30 23:38:02 -07:00
Zhanda ZhuandYubo Gao 5d5c776444 [Perf] FP8 FlashInfer Attn for ViT (#38065) 
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
 2026-04-27 13:44:15 +08:00
Nicolò Lucchesi 9c2492e501 [Misc] Support Human-readable (k/K/m/M..) json cli arg (#40473) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-04-23 09:42:23 +02:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8f87eb4622 [Refactor] Clean up log once scope="local" (#40540) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-22 16:42:43 -04:00