Commit Graph
10211 Commits
Author SHA1 Message Date
Cyrus Leung 600aaab8d6 [Model] Remove incorrect SupportsPP from MTP models (#32150)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-12 01:19:30 -08:00
Cyrus Leung 9101dc756c [Model] Avoid hardcoding pooling type (#32119)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-11 21:28:12 -08:00
Woosuk Kwon 025a32f9ed [Model Runner V2] Remove async barrier (#32083)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-11 20:24:30 -08:00
Woosuk Kwon 19504ac07f [Model Runner V2] Skip building deprecated fields in attn metadata (#32132)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2026-01-11 14:31:04 -08:00
maangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> a34abc49b7 [FixBug] Improve exception string in tensorizer.py (#31680)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-11 05:01:53 -08:00
rongfu.leng d70249e2e9 [Misc] fix this log format not space (#32112)
Signed-off-by: lengrongfu <lenronfu@gmail.com>
2026-01-11 05:01:16 -08:00
Isotr0py cee7436a26 [Misc] Make scipy as optional audio/benchmark dependency (#32096)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-01-11 00:18:57 -08:00
Or Ozeri 4c16ba617f [KVConnector] OffloadingConnector: Fix bug in handling of preemptions (#29870)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-01-11 08:05:36 +00:00
Matt bde57ab2ed [Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-01-10 23:19:46 -08:00
Fadi Arafeh 9103ed1696 [CPU][BugFix] Disable AOT Compile for CPU (#32037)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
2026-01-10 23:15:49 -08:00
Laith Sakka 46eb30f519 make assume_32_bit_indexing configurable (#32044)
Signed-off-by: Laith Sakka <lsakka@meta.com>
2026-01-10 23:15:46 -08:00
Andy Liu 0dd63639be [MTP][GLM][Bugfix] Fixed .weight_scale loading logic that dropped MTP prediction accuracy with fp8+mtp (#32101)
Signed-off-by: Andy Liu <andyliu@roblox.com>
2026-01-10 23:14:54 -08:00
Cyrus Leung ef96fa3f1f [Benchmark][2/2] Use spline interpolation to tune SLA variables (#32095)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-10 20:27:27 -08:00
Or Ozeri 2a4dbe24ea [BugFix] Wait for compute before offloading KV to CPU (#31341)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-01-10 22:25:08 +00:00
RickyChen / 陳昭儒andIsotr0py 8020a60402 [Bugfix] Fix Qwen3-VL-Reranker model loading for sequence classification (#32089)
Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-01-10 12:40:09 -08:00
Vadim Gimpelson e15a5ff07b [MISC] Add strict contiguity check for FlashInfer attention tensors (#32008)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-01-10 12:40:05 -08:00
Vensen 6ea001cfb7 [Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637)
Signed-off-by: vensen <vensenmu@gmail.com>
2026-01-10 12:40:02 -08:00
shyeh25 1c46dea001 Revert "[Kernels][FI] Skip trtllm attention when num_kv_heads=1 (#308… (#31617)
Signed-off-by: shyeh25 <206795756+shyeh25@users.noreply.github.com>
2026-01-10 12:39:59 -08:00
Or Ozeri 028599739d [BugFix] scheduler: Fix resuming of preempted requests after async load (#31583)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-01-10 12:39:25 -08:00
gnovack d1fd802fa3 fused_moe_kernel - cast accumulator after applying router weights (#32002)
Signed-off-by: gnovack <gnovack@amazon.com>
2026-01-11 04:36:45 +08:00
Xin Yang 543c23be78 [LoRA][Perf] Improve FusedMoE LoRA performance for small rank (#32019)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2026-01-10 11:04:18 -08:00
jvlunteren b8bf5c45bb [Kernel] Optimize Sliding Window Attention in 3D Triton Kernel (#31984)
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
2026-01-10 18:13:44 +00:00
Michael Goin e6c6f2c79d [Quant] Support MXFP4 W4A16 for compressed-tensors dense models (#31926)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
2026-01-10 06:44:35 -08:00
Jeremy Teboul 07286ec5a6 [Bugfix] Fix integer overflow in Gemma3n audio processing (#31657)
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
2026-01-10 17:52:53 +08:00
Cyrus Leung 5f2385a4c8 [Benchmark][1/2] Generalize SLA criterion validation from binary flags to margins (#32075)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-10 07:11:03 +00:00
FrelamandRoger Wang a01a1c0d69 [Bugfix] fix encoder cache leak of waiting requests in scheduler to solve stuck in CPU scheduling (#31857)
Signed-off-by: frelam <frelam112233@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-01-10 06:27:58 +00:00
Lucas Wilkinson da6709c9fe [Misc] Delay deprecation of CommonAttentionMetadata properties (#32074)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-01-09 21:06:44 -08:00
roikoren755 0c9614876e Update modelopt KV cache quantization resolution to new scheme (#31895)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-01-10 04:54:13 +00:00
Cyrus Leung 583a90e005 [Refactor] Separate sequence and token pooling types (#32026)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-10 04:53:24 +00:00
maang 52d428295d [Core] Refactor ColumnParallelLinear: remove unused parameter and optimize forward (#31939)
Signed-off-by: maang <maang_h@163.com>
2026-01-10 04:19:49 +00:00
80fead8bf6 Fuse RoPE and MLA KV-cache write (#25774)
Signed-off-by: Patryk Saffer <patryk.saffer99@gmail.com>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Co-authored-by: Patryk Saffer <patryk.saffer99@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-01-09 19:18:37 -08:00
Akshat ShrivastavaandRoger Wang e45946bd91 feature/issac 0.2 (#31550)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-01-10 03:18:05 +00:00
Lucas Kabela ea6d067a2a [Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-01-09 22:01:38 -05:00
Ning Xie abd9224280 resolve pydantic error in startup benchmark (#31348)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
2026-01-10 02:41:27 +00:00
4dc0d606b7 [Bugfix] Narrow broad exceptions in compilation backends (#31616)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-01-09 21:39:22 -05:00
Wentao Ye e18464a57d [Perf] Optimize async scheduling placeholder using empty (#32056)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-01-10 00:46:11 +00:00
Russell Bryant 1963245ed1 [Core] Use weights_only=True with torch.load (#32045)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
2026-01-10 00:28:57 +00:00
Matthew Bonanni 0308901975 [2/N][Attention] Fix pre-commit errors (#32052)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-10 00:27:15 +00:00
Lucas Kabela aaf4b70aae [Misc][BE] Type coverage for vllm/compilation [2/3] (#31744) 2026-01-09 18:30:38 -05:00
Nick Hill 3adffd5b90 [Misc] Enable async scheduling by default with spec decoding (#31998)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-01-09 23:09:34 +00:00
zhrrr 97ba96fbe9 [perf][async] support non cpu sync get logprob tensors for spec (#31336)
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-01-09 21:24:51 +00:00
Chendi.Xue 94578127a4 [NIXL] refine decoder side post process for heterogeneous BlockSize and kv_layout (#30275) 2026-01-09 21:22:19 +00:00
Matthew Bonanni 2612ba9285 [1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-09 13:10:24 -08:00
Andrew XiaandAndrew Xia 1f8b7c536b [responsesAPI] fix incomplete_messages for simple/parsable context (#31836)
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
2026-01-09 21:00:57 +00:00
Lucas Wilkinson 0a0aa07747 [Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-01-09 12:49:27 -08:00
jiahanc f9e2a75a1e [fix] add cutedsl to global sf (#32001)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2026-01-09 12:03:02 -08:00
Runkai TaoandJee Jee Li a4d5d663e2 Add unpermute-aware fused MoE path and small-batch fallback (#29354)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-01-09 12:58:39 -07:00
Jeremy Teboul 657e9c0e18 [Fix] Introduce audio channels spec (#31595)
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
2026-01-09 19:34:51 +00:00
Wentao YeandLuka Govedič 308feab33f [Perf] Optimize cutlass moe problem size calculation, 5.3% E2E Throughput improvement, 2.2% TTFT improvement (#31830)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2026-01-09 11:13:43 -08:00
Wentao Ye 28ae32a5d3 [Refactor] Remove numpy split in async scheduling (#32034)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-01-09 19:09:02 +00:00