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cb0b4432746f8a7aaeeba9a8068e8fd4baf84a0a
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5022 Commits

Author SHA1 Message Date
Ben Browning
cb0b443274 [Misc] Add 20 regression tests for 11 tool parser bug fixes (#38172) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-04-01 03:00:31 +00:00
Luka Govedič
40bb175027 [vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
 2026-03-31 22:15:05 -04:00
Yifan Qiao
91e4521f9f [Feat][v1] Simple yet General CPU KV Cache Offloading (#37160) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
 2026-03-31 17:58:37 -07:00
Vedant V Jhaveri
2e56975657 Generative Scoring (#34539) 
Signed-off-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-31 16:02:11 -07:00
Yanan Cao
cc671cb110 [Kernel] [Helion] [17/N] Add Helion kernel torch.compile support (#38592) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
 2026-03-31 17:06:42 -04:00
Wentao Ye
856589ed9a [Refactor] Remove dead code in kv connector and model runner (#38383) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-31 17:05:23 -04:00
yzong-rh
d9b90a07ac [MoE Refactor] Migrate Unquantized to Full Oracle Flow (#36286) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: yzong-rh <yzong@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-03-31 15:43:33 -04:00
Olya Kozlova
598190aac3 [fix] Remove trtllm ragged mla prefills (#36540) 
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
 2026-03-31 12:30:27 -07:00
BadrBasowid
077a9a8e37 [torch.compile] Refactor Attention Quant Fusion Pass and Remove Boilerplate (#37373) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-03-31 14:15:50 -04:00
SandishKumarHN
3896e021a0 [Bugfix] Fix FusedMoE weight loading with padded hidden dimensions (#37010) 
Signed-off-by: SandishKumarHN <sandish@fb.com>
 2026-03-31 12:22:26 -04:00
Matthew Bonanni
757068dc65 [Bugfix][Async] Fix async spec decoding with hybrid models (#38556) 
Signed-off-by: SandishKumarHN <sandishkumarhn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: SandishKumarHN <sandishkumarhn@gmail.com>
 2026-03-31 11:08:54 -04:00
wliao2
4dfad17ed1 replace cuda_device_count_stateless() to current_platform.device_count() (#37841) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-31 22:32:54 +08:00
Nicolò Lucchesi
7430389669 [Bugfix][CI] Skip flaky test_eagle test (#38566) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-03-31 09:42:37 -04:00
Jiangyun Zhu
ea7bfde6e4 [CI] fix LM Eval Qwen3.5 Models (B200) (#38632) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-03-31 13:20:08 +00:00
Ilya Markov
abdbb68386 [EPLB] Add alternative communication for EPLB weight exchange (#33176) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
 2026-03-31 08:17:12 -04:00
wang.yuqi
719735d6c5 [CI Failure] pin colmodernvbert revision (#38612) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-31 10:54:54 +00:00
Matthew Bonanni
7d65463528 [WIP][CI][Bugfix] Fix test_run_eagle_dp (#38584) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-31 12:30:25 +02:00
wang.yuqi
d9d21eb8e3 [Frontend][3/n] Improve pooling entrypoints | scoring. (#28631) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-31 07:52:00 +00:00
Yintong Lu
f09daea261 [CPU] Support int8 compute mode in CPU AWQ (#35697) 
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
 2026-03-31 15:27:37 +08:00
zhangyiming
1ac6694297 [OOT] Add OOT support for linear kernel. (#37989) 
Signed-off-by: menogrey <1299267905@qq.com>
 2026-03-31 14:33:21 +08:00
Flora Feng
d53cb9cb8e [Tool Parser][2/3] Use self.tools instead of request.tools in tool parsers (#38189) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-31 13:41:36 +08:00
Andreas Karatzas
b9cdc85207 [ROCm][CI] Fix Whisper translation test attention backend selection (#38508) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-31 13:21:49 +08:00
SandishKumarHN
bcc6f67447 [Bugfix] Use null block (0) for padded block table entries (#35431) 
Signed-off-by: SandishKumarHN <sandish@fb.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-30 14:02:51 -07:00
Micah Williamson
d9c7db18da [ROCm][CI] Pin test_hybrid test to TRITON_ATTN on ROCm (#38381) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-30 20:26:46 +00:00
Ilya Markov
12701e8af2 [EPLB] Optmize eplb mapping and record in router for prefill (#36261) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-03-30 19:48:33 +00:00
Benjamin Chislett
494636b29d [Feat][Spec Decode] DFlash (#36847) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-30 15:03:15 -04:00
Chendi.Xue
3b1dbaad4e [HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-03-30 16:47:30 +00:00
Johnny
b4a2f3ac36 [NVIDIA] Bugfix NVFP4 DGX Spark and RTX50 (#38423) 
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
 2026-03-30 09:36:18 -07:00
roikoren755
8e6293e838 [Mamba] Add stochastic rounding support (#35753) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-03-30 12:33:49 -04:00
Hongxia Yang
dbdd9ae067 [ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698) 
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
 2026-03-30 15:49:23 +00:00
Matthias Gehre
e8b055a5ac [Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-03-30 07:30:52 -07:00
Andreas Karatzas
677424c7ac [Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-30 04:58:53 -07:00
Collin McCarthy
1031c84c36 Fix ambiguous num_blocks for hybrid attn mamba (#37236) 
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-03-30 11:09:45 +00:00
aliialsaeedii
7e76af14fa [Bugfix][Frontend] Return 400 for corrupt/truncated image inputs instead of 500 (#38253) 
Signed-off-by: aliialsaeedii <ali.al-saeedi@nscale.com>
 2026-03-30 10:26:46 +00:00
yzong-rh
3683fe6c06 [Bugfix] Fix shared-object aliasing in n>1 streaming with tool calls (#38158) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Yifan <yzong@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-30 10:12:13 +00:00
Nicolò Lucchesi
cc06b4e86b [Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-03-30 09:41:50 +00:00
haosdent
a08b7733fd [CI] Fix SPLADE pooler test broken by #38139 (#38495) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-30 07:48:33 +00:00
Juan Pérez de Algaba
57861ae48d (security) Fix SSRF in batch runner download_bytes_from_url (#38482) 
Signed-off-by: jperezde <jperezde@redhat.com>
 2026-03-30 07:10:01 +00:00
Andreas Karatzas
bea23536f6 [CI] Add temperature=0.0, reduce max_tokens, and add debug prints to audio_in_video tests (#38492) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-30 05:36:45 +00:00
Stanislav Kirillov
a6db99ba02 [Bugfix] Support multi-type params parsing for DeepSeek v3.2 (#33703) 
Signed-off-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-30 04:07:28 +00:00
Andreas Karatzas
4f2ed5fddb [ROCm][CI] Enable hybrid chunked prefill test (#38317) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-30 10:30:26 +08:00
Kyle Sayers
d28d86e8a3 [QeRL] Fix online quantized reloading (#38442) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-29 14:56:41 -06:00
Wentao Ye
995dea1354 [Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-29 18:12:50 +00:00
Andreas Karatzas
43cc5138e5 [ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-28 22:08:03 -07:00
haosdent
d39b8daf5f [Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-29 00:27:52 +00:00
Walter Beller-Morales
fafca38adc [BugFix][Frontend] apply task instruction as system prompt in cohere v2/embed (#38362) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-28 18:30:54 +00:00
haosdent
b2bc736b12 [CI] Fix Ernie4.5-VL initialization test (#38429) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-28 22:43:24 +08:00
Bvicii
bda3eda82d [Bugfix] Disallow renderer_num_workers > 1 with mm processor cache (#38418) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
 2026-03-28 06:32:52 -07:00
yzong-rh
6dad4c5722 [Test] Fix flaky race condition in test_abort_final_step (#38414) 
Signed-off-by: Yifan <yzong@redhat.com>
 2026-03-28 09:06:56 +00:00
Nicolò Lucchesi
44a6528028 [CI] Skip failing test (#38369) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-03-27 13:25:19 -07:00