Commit Graph
7388 Commits
Author SHA1 Message Date
Daisy-Ma-coderandqqma 5beacce2ea [BugFix] bugfix for Flash Attention MLA with full cuda graph IMA following pr-25490 (#27128)
Signed-off-by: qqma <qqma@amazon.com>
Co-authored-by: qqma <qqma@amazon.com>
2025-10-22 19:36:39 +00:00
rongfu.lengandCyrus Leung 8669c69afa [Feature] publisher default set zmq in kv_event config (#26915)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 19:19:33 +00:00
Sage 1651003c35 [Prefix Cache] Use LoRA name for consistent KV-cache block hashing (#27211)
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
2025-10-22 18:13:03 +00:00
Luciano MartinsandLuciano Martins e05a6754a8 [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2025-10-22 10:05:34 -07:00
Isotr0py 084a9dae80 [Bugfix] Disable FlexAttention direct block mask building for encoder-only models (#27344)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-22 16:39:08 +00:00
c9461e05a4 Support Anthropic API /v1/messages Endpoint (#22627)
Signed-off-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-22 09:13:18 -07:00
Nicolò Lucchesi 4dfdb821c8 [P/D] Dynamic kv_output_aggregator collect size (#26734)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-22 18:07:58 +02:00
Russell BryantandDarkLight1337 58fab50d82 [Frontend] Require flag for loading text and image embeds (#27204)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 15:52:02 +00:00
Isotr0py db6f28d898 [Bugfix] Fix HF format InternVL large variants video processing (#27330)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-22 08:39:23 -07:00
Cyrus Leung 14e2f1231e [Bugfix] Make get_mrope_input_positions instance methods (#27342)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 08:38:34 -07:00
Chendi.XueandNicolò Lucchesi 7c4767f1eb [NIXL] use Host buffer to support TP_ratio > 1 for XPU (#27140)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
2025-10-22 15:28:13 +00:00
Jee Jee Li 9771e0b432 [Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-22 08:19:12 -07:00
Reinforce-IIandWentao Ye 980de31ca0 [bugfix] remove unused parameters to reduce unnecessary vram usage (#26789)
Signed-off-by: Reinforce-II <fate@eastal.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-10-22 08:16:09 -07:00
Wentao Ye 1c160841ea [Bug] Fix DeepSeek-V2.5-1210-FP8 issue (#27267)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-22 11:00:10 -04:00
Mark McLoughlin 4ca13a8667 [NIXL] Terminate handshake listener thread in shutdown (#26404)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-10-22 16:59:53 +02:00
Isotr0pyandRoger Wang 675aa2ec64 [Model] Upstream Deepseek-OCR model (#27247)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-22 07:59:15 -07:00
3ae082c373 [Chore] Separate out optional dependency checks from vllm.utils (#27207)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 10:44:21 -04:00
Jee Jee Li abf3db40ef [Core] Handle MoE LoRA edge cases (#27335)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-22 13:14:33 +00:00
gnovackandJee Jee Li 8e4ca4d14e Bugfix - pass 'max_num_tokens_padded' into 'moe_lora_align_block_size' (#27311)
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-22 12:23:57 +00:00
Wentao Ye 1a0f4defb7 [Log] Add Warning for LLM(data_parallel_size=k) single-process DP Usage (#27282)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-22 12:12:21 +00:00
Li, Jiang 843af7f7fc [Bugfix][CPU] Disable dual stream execution for experts on CPU (#27320)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-10-22 11:02:27 +00:00
wang.yuqigemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
1f633b8632 [Frontend][3/N] Improve all pooling task | Support binary embedding response (#27066)
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-22 18:38:57 +08:00
a4c29e6e82 fixed reasoning streaming with tool_choice="required" (#24108)
Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2025-10-22 09:42:55 +00:00
wangxiyuan f6027b2855 [1/N][Platform] Cleanup useless function (#26982)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-10-22 09:04:57 +00:00
Jiangyun Zhu ab3e80042e [torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-10-22 00:22:39 -04:00
Cyrus Leung ceacedc1f9 [Benchmark] Add plot utility for parameter sweep (#27168)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-21 20:30:03 -07:00
LainandDaniel Campora 09a7e6f617 [Deepseek v3.2] Remove extra logics in indexer (#26465)
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
2025-10-21 23:34:03 +00:00
Tyler Michael Smith 6c2eef5a5d [P/D] KVConnector for decode benchmarking (#25986)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-10-21 16:30:47 -07:00
Benjamin Chislett 19748806f0 [Bugfix] skip cuda graph for drafter when running with eager (#26821)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-21 15:39:09 -07:00
ExtReMLapinCNE Pierre FICHEPOILgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
4a8a567e16 Updated xgrammar backend to not deny supported string formats (#27253)
Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-21 22:25:23 +00:00
Alexander Matveev 344a0017c0 [Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
2025-10-21 21:38:29 +00:00
Tao HeandLucas Wilkinson 250fb1b8ea [Bugfix] fixes the decoding metadata of dense mla's fp8 kvcache. (#27144)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-10-21 18:27:03 +00:00
Nick Hill 647214f3d5 [V0 Deprecation] Remove V0 executors (#27142)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-21 11:09:37 -07:00
David Whyte-Gray ddeec11ba9 [Bugfix][P/D] Reduce num_threads used by nixl ucx backend (#27196)
Signed-off-by: David Whyte-Gray <40244437+dagrayvid@users.noreply.github.com>
2025-10-21 13:41:52 -04:00
Wentao Ye 86ed77022d [Feature] Batch Invariant for R1 TP 8 on Blackwell (#27229)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-21 10:25:55 -07:00
JartX ba09652de2 [ROCM] Enable CompressedTensorsWNA16 (#27187)
Signed-off-by: JartX <sagformas@epdcenter.es>
2025-10-21 10:43:23 -04:00
dongbo910220 6c728f7771 [Chore] Separate out NCCL utilities from vllm.utils (#27197)
Signed-off-by: dongbo910220 <1275604947@qq.com>
2025-10-21 06:18:23 -07:00
Daniel Cámpora 80e9452984 [Deepseek v3.2] Optimize top_k_per_row (#26763)
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
2025-10-21 08:30:07 +00:00
Roger Wang c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-21 00:30:10 -07:00
Nicolò Lucchesi 72f431e709 [Nixl] Minor refactor to handshake related metadata (#26410)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-21 09:07:47 +02:00
Zebing Lin be4445072c [Fix][Spec Decode] Fix llama4 draft loading with different quantization (#27136)
Signed-off-by: linzebing <linzebing1995@gmail.com>
2025-10-20 23:19:00 -07:00
Benjamin Chislett f381cf2302 [Bugfix] Fix broken MTP weight loading for FP8 KV Scales (#27227)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-20 22:51:44 -07:00
5ff5d94e77 [Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-21 01:51:14 -04:00
Shu WangandMichael Goin f95da13c3d [ModelOpt] Load w13/w2_input_scale for all experts, nvfp4 (#26135)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-21 01:50:31 -04:00
Po-Han Huang (NVIDIA) aef368aa08 [BugFix] GPT-OSS Attention DP + MoE TP weight loading issue (#24032)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
2025-10-21 04:03:47 +00:00
5f6cbf60d6 [Feature][Kernel]FusedMoE LoRA (#21229)
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
2025-10-21 03:01:37 +00:00
Russell BryantandIsotr0py 3ada34f9cb [Frontend] Enforce tokenize=False when applying chat template (#27205)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-21 02:57:34 +00:00
Lunwen HeandLunwen He 0eb8f2b880 create is_in_the_same_node on cpu (#26832)
Co-authored-by: Lunwen He <lunwenh@meta.com>
2025-10-21 02:04:14 +00:00
Fadi ArafehandMichael Yang 163965d183 [cpu] Dispatch un-quantized linear to oneDNN/ACL by default for AArch64 (#27183)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Michael Yang <Michael.Yang@arm.com>
2025-10-21 02:02:58 +00:00
Nick Hill a03cf9bc70 [V0 Deprecation] Remove V0 metrics code (#27215)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-21 02:02:10 +00:00