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8d8a4e0f2b118dc975bbba930aeb7c6cbd623c2a
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13883 Commits
Author SHA1 Message Date
Andreas Karatzas 8d8a4e0f2b [ROCm][CI] Restore Mistral tool-parser compatibility after unification (#50515) 
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2026-07-31 16:32:43 +00:00
Matthew Bonanni a0cd2b69b3 [Bugfix] Universally align block table width to 128 tokens (#50302) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-07-31 08:52:17 -07:00
Harry MellorClaude Opus 5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		94e9ef0768 [Bugfix] Don't transpose fused MoE quantization scales in RoutedExperts.load_weights (#50137) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-31 08:46:52 -07:00
Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> df71917cf1 [DSv4 Perf] Optimize workspace reuse for eager break, 3.9% E2E TTFT improvement. (#49236) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-31 08:45:58 -07:00
Andreas Karatzas 5233368dac [ROCm][CI] Fall back to lossless Kimi K3 MXFP4 emulation on gfx942 (#50516) 
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2026-07-31 11:33:16 -04:00
Matthew BonanniandOpenAI Codex 82ae4164ee [2/N][Attention] Enable masked MHA for sparse MLA prefills (#48770) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-31 06:01:24 -07:00
Recoordinateandlatent-9 0b5b49dde8 [Bugfix][Frontend] Raise VLLMValidationError for user-facing errors in chat_utils.py (#50491) 
Signed-off-by: latent-9 <296084221+latent-9@users.noreply.github.com>
Co-authored-by: latent-9 <296084221+latent-9@users.noreply.github.com>
 2026-07-31 11:54:43 +00:00
wang.yuqi f5ffc59b6a [Renderer] Warm up the renderer properly. (#50408) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-07-31 11:46:53 +00:00
Itay EtelisItay EtelisOr OzeriItay Etelis
 		2c4d348848 [KV Connector] Add per-layer canonical KV page mappings for parallelism-agnostic offload (#48408) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Itay Etelis <Itay.etelis@gmail.com>
 2026-07-31 14:42:54 +03:00
Martin Hickey b2fb83e7ff [Attention]: Use KVCacheSpec for AttentionMetadataBuilder type hints (#50148) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-07-31 11:20:18 +00:00
Jee Jee Li 92643d68f5 K3 DSpark AR fusion (#50242) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-07-31 11:12:03 +00:00
Nicolò Lucchesi 17beffd55f [Misc] Clarify mono audio requirement (#50141) 
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
 2026-07-31 10:46:53 +00:00
bnellnmandHarry Mellor 6e311c6e20 [MoE Refactor] Rename FusedMoE to FusedMoEFactory (#44941) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-07-31 11:28:18 +01:00
Fadi Arafeh 0e9b50074e [chore] clean-up weight prepack for INT8 MoE (#50116) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-07-31 10:15:38 +00:00
Chaojun ZhangandKunshang Ji 482cfc20f0 [XPU] Unify XPU RMSNorm kernels with vllm_c and drop redundant XPU-specific implementation (#46981) 
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-07-31 17:28:18 +08:00
Thien TranandCodex 34bb795ff3 [CI] Add M3 MSA tests to CI (#49143) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Codex <noreply@openai.com>
 2026-07-31 01:01:48 -07:00
Taneem IbrahimOpenAI CodexIsotr0py
 		f727951d3f [Bugfix] Re-land MiniMax M3 default video processor (#50305) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-07-31 07:46:18 +00:00
Fadi Arafehjiang1.liClaude
 		10e6b40015 [CPU][BugFix] Remove redundant kv cache write (#50437) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-07-31 15:28:44 +08:00
Mi JiazhiandJiazhi Mi 3ee2bd1321 Fix duplicate HunyuanVL image boundary tokens (#49691) 
Co-authored-by: Jiazhi Mi <jiazhimi@tencent.com>
 2026-07-31 07:20:06 +00:00
Isotr0py 1180b604f8 [Multimodal] Expose mm hash algothrim selection to cli args (#49686) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-07-31 05:25:19 +00:00
Taneem Ibrahim 0f17394564 [Model Runner V2] Enable encoder token classification (#50293) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
 2026-07-31 04:15:36 +00:00
Sebastian WooandClaude bebf918044 [Bugfix][Model] Reject encoder-backbone jina-embeddings-v5 checkpoints with a clear error (fixes #50337) (#50352) 
Signed-off-by: seewoo <seewoo@ucsc.edu>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-07-31 11:43:31 +08:00
Jeff (Junze) MaClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Yongye Zhu
 		b49eaf205a [DSv4] Remove sparse-MLA q-head padding for FlashInfer >=0.6.14 (#48047) 
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-07-31 03:30:21 +00:00
Chang GuoandCursor Agent 541128bdeb [KV Offload] Enable single-copy MLA layout for CPUOffloadingSpec (#50301) 
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: Cursor Agent <cursor-agent@cursor.com>
 2026-07-31 06:20:47 +03:00
Xiaochang WuandKunshang Ji 1d8be5cb44 [XPU] [BugFix] Add deepseek_v4_fp8 to xpu supported_quantization list (#50434) 
Signed-off-by: Wu, Xiaochang <xiaochang.wu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-07-31 11:12:04 +08:00
Ma JianandKunshang Ji ef0d084b4b [XPU] Fix FP8 block scale layout for MLA compatibility (#50349) 
Signed-off-by: Ma Jian <jian1.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-07-31 11:05:35 +08:00
Ryan RockAndreas Karatzasdepthfirst-app[bot] <184448029+depthfirst-app[bot]@users.noreply.github.com>root
 		6724051c57 [CI/Build][AMD] Install triton_kernels via CMake (#50328) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: depthfirst-app[bot] <184448029+depthfirst-app[bot]@users.noreply.github.com>
Co-authored-by: root <root@smci355-ccs-aus-m11-05.cs-aus.dcgpu>
 2026-07-30 22:05:19 -05:00
vanshbhatia-amd 4689c7dd61 [ROCm] Add tuned selective_state_update float16 config for AMD Instinct MI325X (#50006) 
Signed-off-by: vanshbhatia-amd <vansh.bhatia@amd.com>
 2026-07-31 02:43:53 +00:00
Bugen Zhao ab98034d4c [Frontend][Bugfix] Use default tool call IDs for Kimi K3 for conversation-level uniqueness (#50420) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-07-31 10:02:17 +08:00
chaeminlim-mbEdwin LimlimewardQinPRClaude Opus 4.8
 		f1899b2ffd [Bugfix][ROCm] AITER MLA: size MTP verification decode metadata for real qlen/dtype (#45227) 
Signed-off-by: Edwin Lim <edwin.lim@mangoboost.io>
Signed-off-by: Chaemin Lim <chaemin.lim@mangoboost.io>
Signed-off-by: QinPR <1905873179@qq.com>
Co-authored-by: Edwin Lim <edwin.lim@mangoboost.io>
Co-authored-by: limeward <32970461+edwinlim0919@users.noreply.github.com>
Co-authored-by: QinPR <1905873179@qq.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-07-30 20:50:34 -05:00
+1
Juan VillamizarDouglas LehrClaude Opus 4.7DanielJaden MathiasjpvillamrootDouglas LehrdllehrDaniel ChanAndreas Karatzas
 		4f1da84eb5 Enable gfx1250 ROCm architecture (#46516) 
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-31 01:41:12 +00:00
Wentao Ye 0bff0ce5d3 [Kimi K3 Bug] Fix deepgemm support for kimi k3 (#50458) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-07-30 20:10:16 -04:00
Giancarlo Delfin dec13a33b7 [Model Runner V2][Spec Decode] Add multi-layer MTP speculator (#48892) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-07-30 15:54:15 -07:00
Ryan ClarkandClaude Fable 5 68fb303a41 [Bugfix] Preserve Marlin runtime tensor storage across weight reload (#48438) 
Signed-off-by: Ryan Clark <ryanclark2k@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 14:50:03 -07:00
Shangdi YuandOpenAI Codex 45b60e3914 [Kernel][Helion] Disable unsafe B200 RMS reduction warp specialization (#50345) 
Signed-off-by: Shangdi Yu <shangdiy@meta.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-30 20:37:52 +00:00
Netanel HaberandOpenAI Codex 70bd10930b [Quantization] Honor --linear-backend for ModelOpt W4A16 (#50273) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-30 13:19:56 -07:00
Richard ZouandCodex c27b080d26 [compile] Fix fake kernel return dtype (#50444) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
 2026-07-30 19:50:02 +00:00
Andreas Karatzas 3f90c7e9e6 [ROCm] Pass pointers to FlyDSL MoE kernels (#50378) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-30 12:49:26 -07:00
Andreas KaratzasandOpenAI Codex 30e333ca5f [Bugfix] Shut down private Tensorizer engines (#49840) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-30 12:33:22 -07:00
Bugen Zhao 629a938a92 [Frontend] Preserve bare Inkling text in Python and Rust parsers (#50403) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-07-30 12:25:10 -07:00
Mehmet CagriClaude Opus 4.8Andreas Karatzas
 		12a34a6bc7 [ROCm][DSV4] B-preshuffle the attention fp8 projections (#46720) 
Signed-off-by: Mehmet Cagri Kaymak <mehmet.kaymak@amd.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-30 13:59:52 -05:00
Netanel HaberandOpenAI Codex 61cacd272f [Bugfix][MoE] Write Humming results to the supplied output buffer (#50338) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-30 11:34:10 -07:00
Wentao Ye 837eae6458 [DSv4 Perf] Remove redundant full kernel for dsv4, 1.88x kernel performance improvement (#50298) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-07-30 11:39:07 -04:00
Wentao Ye 904fae8be1 [DSv4 Perf] Fix redundant memory allocation and copy for dsv4 pp buffer, 448 MiB GPU memory saved (#50312) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-07-30 11:38:51 -04:00
Andreas Karatzas 5b95890742 [FlexAttention] Avoid encoder block-mask compile explosion (#50339) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-30 11:24:13 -04:00
Aaron Hao 30b4e7f479 [rl] Stateful Trainer Send: IPC [2/N] (#48981) 
Signed-off-by: haoaaron <ahao@anyscale.com>
 2026-07-30 21:59:08 +08:00
BadrBasowid 59e831c09a [Compilation]Fuse Transformers Residual Add + RMSNorm (#48757) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
 2026-07-30 13:46:36 +00:00
Julien Denize 1a20d23dab [PARSER][Mistral] unified engine-based parser for reasoning and tool calls (#48947) 2026-07-30 15:38:00 +02:00
sroberts-amdElvir CrncevicAndreas Karatzas
 		e2efe79695 [ROCm]Migrating Deepseek V3.2 to vllm/models/deepseek_v32/ (#47207) 
Signed-off-by: sroberts-amd <sroberts@amd.com>
Signed-off-by: Stacy Roberts <sroberts@amd.com>
Co-authored-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-30 08:37:43 -05:00
Li, JiangandClaude 072a472782 [CPU] Bump up CPU kernels to latest version (#50387) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-07-30 19:18:43 +08:00