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384dc7f77b61ba98555df11c122fae759d6ef97e
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4824 Commits

Author SHA1 Message Date
Flora Feng
384dc7f77b [Refactor] Relocate completion and chat completion tests (#37125) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-17 11:31:23 +08:00
Flora Feng
f04d5226f8 [CI] Fix flaky tool_use chat completion tests with deterministic seed (#37027) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-17 03:24:34 +00:00
Vadim Gimpelson
6c1cfbad32 Support non-contiguous KV cache in TRTLLM fp8 dequant kernel (#36867) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Pavani Majety <pavanimajety@gmail.com>
 2026-03-16 17:48:42 -07:00
Harry Huang
45f526d652 [BugFix] Correct max memory usage for multiple KV-cache groups (#36030) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-03-17 00:38:52 +00:00
Walter Beller-Morales
061980c36a [Feature][Frontend] add support for Cohere Embed v2 API (#37074) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-16 19:55:53 -04:00
Ben Browning
7a49742b88 [CI/Build] Add common tool call parser test suite (#27599) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2026-03-16 19:46:20 -04:00
Terry Gao
3e6a1e1686 [Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389) 
Signed-off-by: tianrengao <terrygao87@gmail.com>
 2026-03-16 18:51:46 -04:00
Andreas Karatzas
4f9b14c21c [CI] Stabilize multinode DP internal LB completion tests (#36356) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 15:40:23 -07:00
EdalatiAli
e5b807607c [Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448) 
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
 2026-03-16 18:07:39 -04:00
Krish Gupta
c0f011918d [Bugfix] opcheck false mutation error in rms_norm_per_block_quant (#36688) (#36779) 
Signed-off-by: Krish Gupta <krishom70@gmail.com>
 2026-03-16 21:11:33 +00:00
rasmith
2cc26c3a99 [CI][BugFix][MORI][AMD] Add transfer_id to kv transfer params for test (#37213) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-03-16 13:22:57 -07:00
Flora Feng
dfa8852db2 [Refactor] Consolidate GPT-OSS reasoning parser tests (#36915) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-16 15:53:07 -04:00
Nicolò Lucchesi
f5c081d432 [PD][Nixl] Add support for hybrid SSM-FA models (#36687) 2026-03-16 19:58:06 +01:00
Max de Bayser
9f9ecff4cd Add simple granite4 tool parser (#36827) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2026-03-16 10:49:09 -07:00
haosdent
ca1954d58c [Bugfix] Disable cross-layer KV cache for MLA attention backends (#37090) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
 2026-03-16 19:03:10 +02:00
Raushan Turganbay
55e6d3d5c0 [Bugfix] Make siglip/clip compatible with transformers v5 (#37200) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-03-16 16:48:18 +00:00
Benjamin Bartels
0e5a9382af [Bugfix] accept redacted thinking blocks in Anthropic messages (#36992) 
Signed-off-by: Benjamin Bartels <benjaminba@tiglab-ubuntu.ilab.local>
Signed-off-by: bbartels <benjamin@bartels.dev>
Co-authored-by: Benjamin Bartels <benjaminba@tiglab-ubuntu.ilab.local>
 2026-03-16 22:01:57 +08:00
Fynn Schmitt-Ulms
04bf5a35fa [Spec Decode] Update extract_hidden_states to use deferred kv_connector clear (#37013) 2026-03-16 14:53:45 +01:00
Robin Nabel
bf9a185395 GLM4 tool parser: fix streaming mode (#35208) 
Signed-off-by: Robin Nabel <opensource@nabel.co>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-16 18:48:52 +08:00
Kunshang Ji
747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-03-16 10:24:48 +00:00
haosdent
116ed130f4 [Bugfix] Fix GDN attention crash with mixed decode/spec-decode batches (#34871) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-16 10:30:23 +01:00
Isotr0py
912fbe9555 [Bugfix] Fix Qwen2.5-Omni/Qwen3-Omni use_audio_in_video with multi-video inputs (#37147) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-16 08:56:06 +00:00
Roy Wang
821eb80c0d [Performance][Model Loader] Skip non-local expert weights during EP model loading (#37136) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-03-16 01:33:36 -07:00
Andreas Karatzas
a2956a0f8e [ROCm][CI] Retrying in case of batch variance effects and reducing flakiness (#36442) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 16:08:51 +08:00
Andreas Karatzas
911355e216 [ROCm] Fix KV copy methods and auto-select attention backend for ROCm (#36845) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 16:07:27 +08:00
leo-cf-tian
2754231ba3 [Kernel] Add FlashInfer MoE A2A Kernel (#36022) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
 2026-03-15 23:45:32 -07:00
bigshanedogg
2390d44209 [Model] Add HyperCLOVAX-SEED-Think-14B language model support (#37107) 
Signed-off-by: bigshanedogg <bigshane319@gmail.com>
 2026-03-16 06:40:05 +00:00
Andreas Karatzas
d4c57863f7 [ROCm][CI] Fix engine teardown and text normalization to stabilize voxtral test (#37138) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 04:49:31 +00:00
Andrew Xia
e9163b536e [responsesAPI][ez] add a unit test for SimpleContext logprobs (#37126) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2026-03-15 17:12:26 -07:00
Lalithnarayan C
7acaea634c In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970) 
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-15 23:35:35 +00:00
Hari
a3e2e250f0 [Feature] Add Azure Blob Storage support for RunAI Model Streamer (#34614) 
Signed-off-by: hasethuraman <hsethuraman@microsoft.com>
 2026-03-15 19:38:21 +08:00
Isotr0py
143e4dccdf [Misc] Add online audio_in_video test (#36775) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-15 00:14:11 -07:00
arlo
8c29042bb9 [Feature] Add InstantTensor weight loader (#36139) 2026-03-14 18:05:23 +01:00
Sergey Zinchenko
4a718e770d [Bug] Fix Failure in /v1/chat/completions/render for Multimodal Requests (https://github.com/vllm-project/vllm/issues/35665) (#35684) 2026-03-14 14:10:11 +00:00
Flora Feng
bcfdadb1bc [Refactor] Relocate chat completion and anthropic tests (#36919) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-14 12:16:16 +08:00
Andrew Xia
f680dc1b39 [responsesAPI] prioritize content over summary in reasoning item input (#36516) 
Signed-off-by: Andrew Xia <axia@meta.com>
Signed-off-by: Andrew Xia <mitandrewxia@gmail.com>
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2026-03-14 09:20:30 +08:00
Giulio Leone
b41aa264f9 fix: resolve chat template names before kwargs detection (#36937) 
Co-authored-by: giulio-leone <giulio.leone@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-03-14 00:20:16 +00:00
Benjamin Chislett
8b346309a5 [Refactor] Consolidate SupportsEagle (#36063) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-13 23:22:40 +00:00
Kevin H. Luu
f1816fb192 [CI] Split V1 e2e + engine (1 GPU) into separate jobs (#36945) 
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-13 14:16:02 -07:00
Harry Mellor
0005d2a3c9 Use Transformers v5 WeightRenaming for Transformers modeling backend (#31545) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-13 20:49:08 +00:00
Mark McLoughlin
7afe0faab1 [Frontend][Core] Re-add shutdown timeout - allowing in-flight requests to finish (#36666) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-13 12:10:06 -07:00
yugong333
b3ce711b93 Fp8 lora dense kernel (#35242) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
 2026-03-13 19:05:08 +00:00
Isotr0py
abf61aaa8e [Bugfix] Fix Qwen2.5-omni/Qwen3-omni mm_processor cache for audio_in_video request (#36800) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-13 18:16:05 +00:00
Itay Alroy
d5af196c18 [2/N] Elastic EP Milestone 2: Integrating NIXL-EP (#35627) 
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
 2026-03-13 09:25:33 -04:00
Or Ozeri
cfaf4668f7 [kv_offload+HMA][1/N]: Support multiple KV groups in OffloadingSpec (#36610) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-03-13 08:04:21 +00:00
Sage
a2268617cf [Frontend] Delegate preprocessing to OpenAIServingRender (#36483) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-13 00:39:43 -07:00
Rohan Potdar
a4ad9db541 Enable RoPE+KV cache fusion for ROCm AITER FA (non-shuffle layout) (#35786) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-03-13 07:33:22 +00:00
Nick Hill
b373b5102a [Tests] Shutdown test RemoteVLLMServer cleanly (#36950) 
Recent PR #33949 changed the teardown logic of the RemoteVLLMServer test utility class to
send SIGTERM to all vllm (sub)processes at once, which breaks the clean/coordinated
shutdown logic that assumes only the top-level process will receive a signal (for example
when running in a container that's shut down).

This caused a bunch of errors and stacktraces in some test logs, even though those tests
still pass. We should still attempt a normal shutdown and only kill other procs if they are
still running after a few seconds.

Example: tests/v1/distributed/test_external_lb_dp.py::test_external_lb_completion_streaming

Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-13 07:32:55 +00:00
Csrayz
bc2c0c86ef [Frontend] Fix usage incorrectly returned with empty stream_options` (#36379) 
Signed-off-by: Csrayz <33659823+Csrayz@users.noreply.github.com>
 2026-03-13 03:33:04 +00:00
whyiug
1ce13cf992 [Model] Add support for BERT-like Chinese ERNIE pooling models (#36385) 
Signed-off-by: whyiug <whyiug@hotmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-13 03:23:53 +00:00