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3035 Commits

Author SHA1 Message Date
Agata Dobrzyniewicz
034c0152db [Bugfix] Add triton.language.tensor placeholder (#25649) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Tyler Michael Smith
6c6e553644 Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Jacob Kahn
004eed39ff Map CwmForCausalLM to llama and LlamaForCausalLM (#25611) 
Signed-off-by: Jacob Kahn <jacobkahn1@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
XuruiYang
c26e7b14d7 [Model] Add LongCat-Flash (#23991) 
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Wei Wei
b839194931 [Kernel] Support DCP for Triton backend (#25132) 
Signed-off-by: Wei Wei <wwei6@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Wentao Ye
b3fd4ed80c [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Shu Wang
72a5101c7a Support mnnvl all2allv from Flashinfer (#21003) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Tao Hui
71566e8afc [Bugfix] Fix DeepSeekV31ToolParser to correctly parse multiple tools in non-streaming output (#25405) 
Signed-off-by: taohui <taohui3@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Jonas M. Kübler
f98d4d38c0 [Bug] fix import and unit test (#25558) 
Signed-off-by: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Woosuk Kwon
9914857f2b [V0 Deprecation] Remove max_seq_len_to_capture (#25543) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Cyrus Leung
4ca175ea0b [Misc]] Move processing context to multimodal directory (#25548) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Isotr0py
c39befcead [CI/Build] Fix v1 OOT registration test (#25547) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chengji Yao
5b4ba2e1e1 [TPU][Bugfix] fix the missing apply_model in tpu worker (#25526) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Ben Browning
d7fb5a4ae8 [Bugfix] [Frontend] Cleanup gpt-oss non-streaming chat tool calls (#25514) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Benjamin Chislett
177c37e960 [Spec Decode] Enable FlashInfer Spec Decoding (#25196) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
0xNullPath
3c62d28bb9 [Model] Support SeedOss Reason Parser (#24263) 
Signed-off-by: Yan Lu <luyan@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
ahao-anyscale
9596fbd6e5 [BUG] Allows for RunAI Streamer and Torch.compile cache to be used together (#24922) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Doug Smith
b50fa00537 Improve output when failing json.loads() on structured output test (#25483) 
Signed-off-by: dougbtv <dosmith@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
kourosh hakhamaneshi
7a8f0a3548 [BugFix] Fix OOM in vLLM replicas by ensuring consistent NCCL memory accounting (#25359) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Andrew Xia
eb1f43bc82 [gpt-oss][bugfix] remove logic to require resp_ in ResponseAPI (#25428) 
Signed-off-by: Andrew Xia <axia@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Thomas Parnell
cf0e250200 [V0 Deprecation] Remove placeholder attn (#25510) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Jialin Ouyang
0c11617ff1 [Core] Use KVCacheBlock as much as possible instead of dict[block_id, KVCacheBlock] (#24830) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Isotr0py
930e691c65 [CI/Build] Fix and re-enable v1 PP test on CI (#25496) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Ilya Markov
e49561cd91 Enable symmetric memory all reduce by default only enabling for TP (#25070) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
jiahanc
8ba3b17cc1 [Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
ElizaWszola
b672b8c3b8 [Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Amir Samani
56201cfb01 [core] add nccl symmetric memory for all reduce (#24532) 
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Hashem Hashemi
9689be1e8e [ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Burkhard Ringlein
26da2c6244 [V1][Kernel] Add triton implementation for reshape_and_cache_flash (#24503) 
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Harry Mellor
9cae377a16 Add backward compatibility for GuidedDecodingParams (#25422) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Lucas Wilkinson
8c5c35c027 [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Thomas Parnell
f97da2c732 [V1] Remove V0 code paths for Hybrid models (#25400) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Peter Pan
a500f7cc09 [Docs] NixlConnector quickstart guide (#24249) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Peter Pan <peter.pan@daocloud.io>
Signed-off-by: Nicolò Lucchesi<nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chauncey
1b75f784b8 [P/D] Support NIXL connector to disconnect during a clean shutdown (#24423) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Isotr0py
030774abcf [CI/Build] Fix disabled v1 attention backend selection test (#25471) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Jee Jee Li
59659b74c4 [Core] Optimize LoRA weight loading (#25403) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Andreas Hartel
fb64e67533 [Test]: Hermes tool parser stream output error in Qwen3 case (#25203) 
Signed-off-by: Andreas Hartel <andreas.hartel@aleph-alpha.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Cyrus Leung
215da8510d [Misc] Move DP for ViT code inside model executor dir (#25459) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Zhikaiiii
c4a15ee240 [Frontend] Add a new xml-based tool parser for qwen3-coder (#25028) 
Signed-off-by: Zhikaiiii <1658973216@qq.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chendi.Xue
921945c81e [NIXL][OOT platform] support nixl_connector with oot platform and other nixl_backend (#25121) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Isotr0py
a0b5617263 [V0 deprecation] Remove platform v1 controling interface (#25410) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Nicolò Lucchesi
864bbe36f0 [Bugfix] Fix missing clear_connector_metadata (#25397) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Luka Govedič
d96a3fc653 [Bugfix] fix custom op test (#25429) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Alec S
aac85cc6d6 [Frontend] Responses API MCP tools for built in tools and to pass through headers (#24628) 
Signed-off-by: Alec Solder <alecs@fb.com>
Signed-off-by: Alec S <10566873+alecsolder@users.noreply.github.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Cyrus Leung
6e9229e919 [CI/Build] Skip Qwen3-VL initialization tests until models are actually released (#25394) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Or Ozeri
ff54b6bfe3 [KV offload][5/N] Add CPUOffloadingSpec (#24251) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Luka Govedič
6dbbecd5b2 [torch.compile] Cleanup compilation tests and custom passes, add debug utils, fix DCE bug (#23091), fix test (#24376), and prep for custom op matching (#24604) (#24542) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Lucia Fang
d988b84e8e [DP] support torchrun external launcher with Data Parallelism (#24899) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Daisy-Ma-coder
2a8bd2b93b [CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274) 
Signed-off-by: qqma <qqma@amazon.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: qqma <qqma@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Nicolò Lucchesi
4bc6b5d2c3 [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00