3760 Commits

Author SHA1 Message Date
Yanan Cao
262d263f6c
[Bugfix] Eliminate tuple inputs to submodules in graph partitioning (#28533)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
2025-11-13 15:09:05 -05:00
elvischenv
5d6ce2b960
[Perf] Support stream interval for reducing host overhead (#27869)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-11-13 13:21:25 -05:00
Yannick Schnider
119c4927b3
[Bugfix] Fix validate model input for decoder models (#27099)
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-13 10:18:47 -08:00
Varun Sundar Rabindranath
fe1cd7704d
[Performance][B200] silu_mul_quant: pack scales in int32 (#28358)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-13 10:16:55 -08:00
Roger Wang
d3387750f1
[Misc] Turn off encoder torch compile by default (#28634)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-11-13 08:38:08 -08:00
tjandy98
4504e8029b
[Bugfix] Prevent crash on empty grammar string (#28210)
Signed-off-by: tjandy98 <3953059+tjandy98@users.noreply.github.com>
2025-11-13 06:42:29 +00:00
Andrew Xia
1a0b157a2e
[Frontend][responsesAPI][1/n] convert responses API tool input to chat completions tool format (#28231)
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2025-11-13 04:47:22 +00:00
Andrew Xia
7c38ed0f1c
[Frontend] split append tool output (#28333)
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
2025-11-13 04:03:23 +00:00
Jialin Ouyang
a1d3866dda
[n-gen] DO NOT repeatedly return finished child requests (#28591)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-11-13 03:36:07 +00:00
wangxiyuan
2dacd57394
[platform] Move get_cu_count to utils (#27005)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-13 08:48:47 +08:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
4ca5cd5740
[Core][AMD] Migrate fully transparent sleep mode to ROCm platform (#12695)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
2025-11-12 15:24:12 -08:00
Andy Lo
58ce8d12b7
[BugFix] Priority scheduling and spec tokens preemption (#28558)
Signed-off-by: Andy Lo <andy@mistral.ai>
2025-11-12 20:29:21 +00:00
Harry Mellor
a39dd7bb06
[CI] Skip "Multi-Modal Models Test (Extended) 3" test that's broken in current Transformers (#28559)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-12 19:38:13 +00:00
alberto
bac904565f
Implement ARC KV cache eviction policy for CPU offloader (#27039)
Signed-off-by: Alberto Perdomo <aperdomo@redhat.com>
Signed-off-by: alberto <aperdomo@redhat.com>
Co-authored-by: Or Ozeri <or@ozery.com>
2025-11-12 09:51:39 -08:00
Harry Mellor
a742134cc5
Remove deprecated fields from CompilationConfig (#27593)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-12 16:10:28 +00:00
wangxiyuan
10138c92a5
[V0 deprecation] Deprecate use_v1 parameter (#28112)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-12 14:03:52 +00:00
TJian
edb59a9470
[ROCm] [Bugfix] Fix fused_qknorm_rope_kernel rocm compatibility (#28500)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-11-12 05:01:14 -08:00
Chenguang Zheng
4ccffe561f
[Core] Encoder separation for Encode-Prefill-Decode Disaggregation (#25233)
Signed-off-by: n00909098 <nguyen.kha.long@huawei.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Signed-off-by: Khuong Le <khuong.le.manh@huawei.com>
Signed-off-by: Khuong Le <lemanhkhuong2611@gmail.com>
Co-authored-by: n00909098 <nguyen.kha.long@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Khuong Le <khuong.le.manh@huawei.com>
Co-authored-by: Khuong Le <lemanhkhuong2611@gmail.com>
2025-11-11 18:58:33 -08:00
Andreas Karatzas
9f0247cfa4
VLLM_USE_TRITON_FLASH_ATTN V0 variable deprecation (#27611)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2025-11-11 18:34:36 -08:00
Li, Jiang
7f829be7d3
[CPU] Refactor CPU attention backend (#27954)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-11-12 09:43:06 +08:00
wangxiyuan
e1710393c4
[[V0 deprecation]]Remove VLLM_USE_V1 env (#28204)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-11-11 18:22:16 -07:00
Yanan Cao
48c879369f
[Frontend] Change CompilationMode to a proper Enum (#28165)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
2025-11-11 19:46:18 -05:00
Adrian Abeyta
d23539549a
Use FLASHINFER MLA backend when testing fp8_kv_scale_compile (#28491)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-11-12 00:34:58 +00:00
Jialin Ouyang
4228be7959
[Perf] Use np.ndarray instead of list[list[int]] to reduce GC overhead (#28245)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-11-11 10:28:47 -08:00
Zhewen Li
e553424919
[CI/Build] Refactor Attention backend for test_prefix_prefill from xformers to SDPA (#28424)
Signed-off-by: zhewenli <zhewenli@meta.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-12 01:09:47 +08:00
xuebwang-amd
5a1271d83a
[Quantization] fix attention quantization of gpt_oss model (#27334)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
2025-11-11 12:06:00 -05:00
xuebwang-amd
05576df85c
[ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-11 12:05:22 -05:00
zhrrr
68c09efc37
[Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2025-11-11 12:00:31 -05:00
Nicolò Lucchesi
a7ef3eb0cd
[NIXL] Generalize block-first backend layouts (FlashInfer-like) (#28282) 2025-11-11 16:57:43 +00:00
jvlunteren
533b018f72
[BugFix] Fix Failing Ruff Check (#28469)
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
2025-11-11 06:41:43 -08:00
bnellnm
a1448b4b69
[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064) 2025-11-11 07:29:02 -07:00
Matthew Bonanni
b30dfa03c5
[Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-11 07:40:44 -05:00
Robert Shaw
e605e8e323
[Bugfix] Fix Stream Sync for Shared Expert Overlap (#28430)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2025-11-11 05:59:08 +00:00
Zuyi Zhao
bca74e32b7
[Frontend] Add sagemaker_standards dynamic lora adapter and stateful session management decorators to vLLM OpenAI API server (#27892)
Signed-off-by: Zuyi Zhao <zhaozuy@amazon.com>
Signed-off-by: Shen Teng <sheteng@amazon.com>
Co-authored-by: Shen Teng <sheteng@amazon.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-11-11 04:57:01 +00:00
Zhuohan Li
8d706cca90
[Misc] FlattenLogprobs -> FlatLogprobs (#28335) 2025-11-11 03:41:23 +00:00
Lucas Wilkinson
39029d5192
[CI/Test Fix] Fix CP tests on Blackwell (#28404)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-11 01:36:29 +00:00
Matthew Bonanni
0bf29fadf5
[Test] Remove old non-varlen FA2 test (#28420)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-10 23:57:41 +00:00
Adrian Abeyta
a5a790eea6
[Bugfix] Ensure calculated KV scales are applied in attention. (#27232)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-11-10 23:42:37 +00:00
Ilya Markov
d17ecc6b19
[PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-11-10 18:33:11 -05:00
Rémi Delacourt
6d54336ae5
[Bugfix] Fix llguidance backend, rollback when EOS was encountered (#25905)
Signed-off-by: Rémi Delacourt <remi@mistral.ai>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-11-10 14:53:32 -05:00
Varun Sundar Rabindranath
b039bfda8f
[Bugfix] Fix persistent_masked_m_silu_mul_quant tests (#28366)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-10 09:21:52 -08:00
vllmellm
f080a83511
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-10 08:20:53 -08:00
Mark McLoughlin
6f7de33bed
[Metrics] Refactor LoRA state tracking (#26801)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-11-10 16:34:36 +08:00
Shinichi Hemmi
a98cc35c34
Restore PlaMo2 unit test as pfnet/plamo-2-1b now supports transformers >=4.56 (#28019)
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
2025-11-10 06:50:02 +00:00
Lucas Wilkinson
e8697faf03
[V0 deprecation] Remove no longer used get_metadata_cls (#28370)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-10 14:32:09 +08:00
Varun Sundar Rabindranath
6b2b9fd934
[CI] lora/test_mixtral.py : Add additional expected outputs due to flakiness (#28322)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-11-10 10:45:29 +08:00
Zhewen Li
a65a934ebe
[CI/Build] Temporary fix to LM Eval Small Models (#28324)
Signed-off-by: zhewenli <zhewenli@meta.com>
2025-11-09 21:08:38 +00:00
usberkeley
4a8d6bd168
Fix cu_num_generated_tokens slicing logic in LogprobsLists.slice() method (#28214)
Signed-off-by: Bradley <bradley.b.pitt@gmail.com>
2025-11-09 19:11:46 +00:00
Nick Hill
289eb6c537
[Core] Simplify async KV output aggregation (#28327)
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-11-09 09:44:13 -08:00
Nicolò Lucchesi
19d91ece4b
[CI] Fix flaky test_eagle_correctness test (#28364)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-11-09 16:04:59 +00:00