Commit Graph
16119 Commits
Author SHA1 Message Date
Moritz SanftandGitHub 2c06cf3486 [Bugfix] use served_model_name for multimodal error message (#41003)
Signed-off-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
2026-04-27 08:22:35 -07:00
Harry MellorGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
e6f710a87f Deprecate support for Transformers v4 (#40389)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-27 08:19:57 -07:00
c245d35ff4 [Model] Add MiMo-V2.5 support (#40967)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <zhujiangyun@inferact.ai>
Co-authored-by: yasong <yasong.wang@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <copilot@github.com>
2026-04-27 13:26:51 +00:00
Xiaoshuang WangGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
f8ac0c7cf0 [Bugfix] Fix k_norm weight sharding in MiniMaxM2Attention when total_num_kv_heads < tp_size (#38191)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-27 05:57:13 -07:00
ebf862c351 Add system_fingerprint field to OpenAI-compatible API responses (#40537)
Co-authored-by: Claude <noreply@anthropic.com>
v0.20.1rc0
2026-04-27 16:17:52 +08:00
wang.yuqiandGitHub 8d8062d0a7 [Examples] Resettle generate examples. (#36464)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-04-27 07:48:37 +00:00
985961345a [Bugfix] Install libcublas-dev in Dockerfile for FlashInfer CuTe DSL JIT (#39855)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-04-27 15:47:39 +08:00
Yongye ZhuandGitHub 706a04d34b [DSV4] Add silu clamp limit to shared expert (#40950)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
2026-04-27 00:37:43 -07:00
Isotr0pyandGitHub 22631f80a0 [Bugfix] Remove invalid deepstack boundary check for Qwen3-VL (#40932)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-27 07:27:06 +00:00
BhoomitandGitHub 2cc008e7b4 [Attention][TurboQuant] Share dequant buffers, eliminate float16_copy (#40941)
Signed-off-by: Bhoomit Vasani <bhoomit.2010@gmail.com>
Signed-off-by: Vasani Bhoomit <bhoomit.2010@gmail.com>
2026-04-27 13:48:36 +08:00
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
ojhaanshikaandGitHub 592ae6805c Cutlass W4A16 (Machete) Tests (#35450)
Signed-off-by: Anshika Ojha <anshikao@nvidia.com>
2026-04-27 05:15:29 +00:00
7b1bc0a3eb [Bugfix] Cap SWA/chunked-local runtime admission to startup pool-sizing bound (#40946)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-04-27 04:33:13 +00:00
Silu PandaandGitHub c0879d9483 [Tests] Gate Isaac under Transformers v5 (#40907)
Signed-off-by: Silu Panda <31051721+SiluPanda@users.noreply.github.com>
2026-04-26 19:26:51 -07:00
Giancarlo DelfinandGitHub f5f9878514 [Model Runner V2] Fix rejection sampling acceptance rate gap vs MRV1 (#40651)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-04-26 19:12:08 -07:00
youkaichaoGitHubClaudegemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2ce95a761b Auto-disable expandable_segments around cumem memory pool (#40812)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-27 09:37:22 +08:00
+8 4d51588e23 [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>
2026-04-26 18:31:08 -07:00
Xinan MiaoGitHubSouthWest7gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>OpenAI CodexWang Xingranmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
32e45636e3 [torch.compile]: Disable Sequence Parallelism (SP) for piecewise compilation (#38373)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wang Xingran <72983099+wangxingran222@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-26 17:44:42 +00:00
b39c266dae [KV Offload] Offload all KV blocks when doing prefill in P/D (#40346)
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Signed-off-by: omerpaz95 <73347585+omerpaz95@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
2026-04-26 15:06:01 +03:00
Dao007foreverandGitHub 9558f43903 [Bugfix] Size FlashInfer NVLink MNNVL workspace to EP group (#40893)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
2026-04-26 01:26:34 -07:00
Jee Jee LiandGitHub 8cd174fa35 [LoRA] MoE LoRA Refactor (#40338) 2026-04-26 01:55:19 +00:00
ChaunceyGitHubsfeng33Windswithyou 1694599440@qq.com
c798593f0d [Bugfix] Fix the DSML token leakage in DSV4/3.2 (#40806)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Windswithyou 1694599440@qq.com
2026-04-26 08:58:50 +08:00
12a3f6454b [Bugfix][MoE] Only unpad routed output before shared expert add or routed output transform (#40865)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-04-25 20:50:12 +00:00
Or OzeriandGitHub 60cd878a3b [kv_offload+HMA][11/N]: Support store with multiple KV groups (#39403)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-04-25 20:00:46 +03:00
rasmithandGitHub 1e9f19ca3f [CI][AMD]BugFix] Fix deadlock occuring in test_moe_layer (#40767)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-04-25 09:34:14 -04:00
labAxiaomingandGitHub 6646c0c7e0 [Opt] Optimize deepstack buffer handling for multimodal Qwen3 models (#40145)
Signed-off-by: xiaoming <1259730330@qq.com>
2026-04-25 21:04:26 +08:00
Andreas KaratzasandGitHub 95995bbef8 [ROCm][Engine] Fix GPU memory leaks in engine shutdown and test workaround for async KV prefix cache reset (#38503)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-25 05:25:20 +00:00
07351e0883 [Feature] Warm up readonly multimodal processor during renderer startup (#40797)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-04-25 03:57:41 +00:00
Andreas KaratzasandGitHub 428b988c98 [ROCm][CI] Fix trust_remote_code AttributeError in EAGLE3 acceptance length test (#40306)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-25 02:59:31 +00:00
Andreas KaratzasandGitHub e54894fc85 [ROCm][CI] Fix TestSiluMulGroupFp8QuantModel after W8A8 block linear refactor (#39799)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-25 11:20:59 +09:00
Angela YiandGitHub bc2ae5a3d6 [Test] Increase qwen2_vl num_logprobs to fix torch 2.12 update (#40818)
Signed-off-by: Angela Yi <angelayi@meta.com>
2026-04-25 00:59:20 +00:00
Wentao YeandGitHub a474da2813 [Refactor] Remove unused dead code (#40640)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-25 07:28:18 +08:00
Lucas KabelaandGitHub ce6a199ecc [BE][Bugfix] Respect TORCH_COMPILE_DISABLE env var at the vLLM config level for torch 2.12 (#40715)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-04-24 16:25:03 -07:00
Ignacio SicaandGitHub f88763efc3 [Bugfix] add seq_lens_cpu_upper_bound to CommonAttentionMetadata in mla_runner.py (#40844)
Signed-off-by: ignaciosica <mignacio.sica@gmail.com>
2026-04-24 23:13:52 +00:00
Artem PerevedentsevandGitHub 333529deae [EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-04-24 22:06:41 +00:00
Zhang JianandGitHub 8825608205 [Bugfix][CI] Fix wrong residual shape in TestFusedAddRMSNorm.example_inputs that causes flaky test (#40629)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
2026-04-24 16:40:07 -04:00
qli88andGitHub 095d2f87e8 [Bug] Fix GLM-5.1 running error on ROCm platform (#40763)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
2026-04-24 19:54:40 +00:00
21792520e7 [Build] Add Python 3.14 to supported version list. (#34770)
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2026-04-24 10:24:05 -07:00
Alex BrooksandGitHub 5e11b40365 [Frontend] Delegate to vLLM Omni When --omni Passed (#40744)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
2026-04-24 12:30:00 -04:00
f768b4473e [Docs] Add docs for context extension using the yarn method (#37430)
Signed-off-by: xiaoming <1259730330@qq.com>
Signed-off-by: labAxiaoming <34019940+labAxiaoming@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-04-24 08:26:09 -07:00
JartXandGitHub 914d0464c1 [Refactor] Unify 2D/3D kernels in triton_unified_attention (#40631)
Signed-off-by: JartX <sagformas@epdcenter.es>
2026-04-24 17:18:06 +02:00
Jinzhen LinandGitHub 9f771b3ab9 [Quantization] add humming quantization kernel (#34556) 2026-04-24 09:29:44 -04:00
Itay AlroyandGitHub c9d3c6e6af fused_moe: treat NIXL EP as batched experts (#40412)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
2026-04-24 08:05:31 -05:00
Or OzeriandGitHub 51adca74e6 [kv_offload+HMA][9/N]: Support lookup with multiple KV groups (#39401)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-04-24 15:32:29 +03:00
Netanel HaberandGitHub e8eb0490ce [Bugfix][MoE] Unpad routed output before shared expert add [Fixes #35949] (#40794)
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
2026-04-24 11:53:23 +00:00
Jiangyun ZhuandGitHub e8ee2a78db [Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-04-24 11:25:55 +00:00
2ec18f5df4 [Bugfix][Parser] Fix Mistral tool parser for HF tokenizers (#39294)
Signed-off-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-04-24 19:01:56 +08:00
Dmitry TokarevandGitHub 6dec49f27e [Build] Bump CUDA to 13.0.2 to match PyTorch 2.11.0 (#40669)
Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com>
2026-04-24 10:27:11 +00:00
Shanshan ShenandGitHub b5587e1013 [CI/Build] Add e2e test for ViT CUDA graph (#40780)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-04-24 18:12:14 +08:00
milesialandGitHub 9ad5abe772 Fix Nano Nemotron VL static image inputs (#40724)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
2026-04-24 09:18:55 +00:00