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876a16f4fb092a7954ce2c8db177943c55adb6a1
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Author SHA1 Message Date
Nick Hill
876a16f4fb [ModelRunner V2] Fix spec decoding + logprobs (#33391) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-31 03:33:26 +00:00
Matthew Bonanni
aaa901ad55 [Attention] Move MLA forward from backend to layer (#33284) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-30 19:30:00 -08:00
Wentao Ye
010ec0c30e [Deprecation] Deprecate seed_everything and scatter_mm_placeholders in v0.15 (#33362) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-31 02:54:16 +00:00
Alberto Ferrer
64a40a7ab4 [Bugfix] Fix typo in read_offset variable name (#33426) 
Signed-off-by: Alberto Ferrer <albertof@barrahome.org>
 2026-01-31 01:26:15 +00:00
Gregory Shtrasberg
31aedfe7d6 [Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-01-30 19:05:23 -06:00
Michael Goin
67ebaff528 Refactor NVFP4 Linear utils for ModelOpt and CT (#33201) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-30 16:37:42 -08:00
Chendi.Xue
2b465570e6 [CI][HPU]accelerate hpu test by skip python re-install and clean container name (#33286) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-01-30 21:36:29 +00:00
Huy Do
9ca66ecc10 Indicate compile mode in the benchmark results (#32990) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2026-01-30 15:34:36 -05:00
Pavani Majety
c3a9752b0c [Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. (#32437) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2026-01-30 10:30:46 -08:00
xuebwang-amd
f451b4558b [Quantization][ROCm] Fix MoE weight loading to be robust (Qwen3_MoE/Qwen3_next as example models) (#33173) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
 2026-01-30 17:50:23 +00:00
Vasiliy Kuznetsov
3f96fcf646 fix QERL attention import path (#33432) 
Signed-off-by: vasiliy <vasiliy@fb.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-30 09:29:09 -08:00
Yanan Cao
6c1f9e4c18 [Kernel] [Helion] [1/N] Add Helion ConfigManager (#32740) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-01-30 12:19:19 -05:00
Harry Mellor
67239c4c42 Fix encoder-decoder model disabling mm processor cache (#33236) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 16:30:10 +00:00
Nicolò Lucchesi
8ece60768f [CI] Qwen3-ASR transcriptios tests (#33414) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-30 16:17:56 +00:00
Michael Goin
fd0e377244 Support FP8 block quant for CompressedTensorsW8A16Fp8 (#33280) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-30 11:15:20 -05:00
Kyle Sayers
f857a03f6b [QeRL] Layerwise Reloading (#32133) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-01-30 08:50:05 -07:00
Danielle Robinson
74898a7015 [BugFix][LoRA] TritonExperts is ModularMoEPath for FP8 models (#33393) 
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
 2026-01-30 15:27:42 +00:00
Frank Wang
8f5d51203b Disable Cascade Attention for Batch Invariance (#32561) 
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-30 10:00:46 -05:00
Julien Denize
ae5b7aff2b Improve Mistral format checks. (#33253) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-30 06:23:33 -08:00
Harry Mellor
a11bc12d53 Fix test_moe.py for Transformers v5 (#33413) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 14:03:25 +00:00
Nathan Weinberg
58cb55e4de [Doc] Enhance documentation around CPU container images (#32286) 
Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
 2026-01-30 13:36:20 +00:00
杨朱 · Kiki
cf896ae0e3 [Misc] Clean up HIDDEN_DEPRECATED_METRICS after metric removal (#33323) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-30 13:31:17 +00:00
Harry Mellor
c5113f60f2 Remove deprecated reasoning_content message field (#33402) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 11:48:15 +00:00
vllmellm
174f16700b [Doc] [ROCm] Update Documentation to reflect v0.15.0 release (#33388) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-30 19:06:08 +08:00
Julien Denize
8e2ad97ad0 [BUGFIX] Pixtral cannot be loaded with --limit-mm-per-prompt 0 (#33406) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2026-01-30 02:52:02 -08:00
Patrick von Platen
10152d2194 [Realtime API] Adds minimal realtime API based on websockets (#33187) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-01-30 18:41:29 +08:00
杨朱 · Kiki
1a7894dbdf [Misc] Replace Optional[X] with X | None syntax (#33332) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-30 01:56:59 -08:00
Cyrus Leung
c87eac18f7 [Refactor] Move MM item count validation outside of processor (#33396) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-30 09:27:31 +00:00
tianshu-Michael-yu
f45870b53f fix: allow LFM2 MoE prefix caching (align) (#33376) 
Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
 2026-01-30 08:23:14 +00:00
hujiaxin0
ba45bedfd1 [model] Add support for openPangu7B-VL (#32449) 
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
 2026-01-30 15:54:27 +08:00
Harry Mellor
9432ed8c7e Explicitly set return_dict for apply_chat_template (#33372) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 07:27:04 +00:00
Lucas Kabela
726d89720c [CI] Enable mypy import following for vllm/spec_decode (#33282) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-01-30 06:43:32 +00:00
Harry Mellor
d334dd26c4 Move decode context parallel validationn to ParallelConfig (#33239) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 06:18:41 +00:00
Ryan Rock
070c811d6f [CI][AMD] Skip 4 GPUs testgroup ray tests (#33305) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-01-29 21:39:53 -08:00
Isotr0py
8bfc8d5600 [Models] Refactor Kimi-K2.5 weight loading (#33346) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-30 05:31:20 +00:00
Harry Huang
ec51831a22 [BugFix] Disable async scheduling for Mamba prefix caching (#33352) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-01-30 04:40:19 +00:00
Harry Mellor
80b918f2bd Fix tie_word_embeddings for multimodal models in Transformers v5 (#33359) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 03:37:39 +00:00
Wang Haoyu
c46b0cd0af [Model][Multimodal] Add explicit MusicFlamingo adapter (#32696) 
Signed-off-by: WangHaoyuuu <mailwhaoyu@gmail.com>
 2026-01-30 11:01:29 +08:00
Aidan Reilly
133765760b [Docs] Adding links and intro to Speculators and LLM Compressor (#32849) 
Signed-off-by: Aidan Reilly <aireilly@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
v0.16.0rc0 		2026-01-29 14:12:35 -08:00
Michael Goin
bfb9bdaf3f [Bugfix] Enable Triton MoE for FP8 per-tensor dynamic (#33300) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-29 12:15:17 -08:00
Kevin H. Luu
2284461d02 [release] Minor fixes to release annotation and wheel upload (#33129) 
Signed-off-by: khluu <khluu000@gmail.com>
 2026-01-29 12:09:35 -08:00
danisereb
8e2a469b3b Add Triton fused MoE config for B200 (Nemotron Nano) (#32804) 2026-01-29 19:21:33 +00:00
CarstyYou
23591e631e [Bugfix][Kernel] Fix negative memory offset in GDN Triton kernel (#33326) 
Signed-off-by: CarstyYou <186021327+CarstyYou@users.noreply.github.com>
 2026-01-29 10:40:11 -08:00
Linda
0493d897c4 [NVIDIA] [feat] Integrate flashinfer Trtllmgen bf16 moe (#32954) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2026-01-29 10:00:13 -08:00
Chendi.Xue
8c8ebeb941 [BUGFIX][XPU] fix memory check after XPU reuse GPU_worker (#33358) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2026-01-29 09:56:30 -08:00
Cyrus Leung
831453fcef [Chore] Move MediaConnector to vllm.multimodal.media (#33324) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-29 16:54:31 +00:00
Angela Yi
5a66c9cc76 [ez] Delete torch25_custom_graph_pass (#33287) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-29 16:47:05 +00:00
Isotr0py
5e73e4900c [Bugfix] Fix broken GLM-OCR initialization (#33350) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-29 07:56:05 -08:00
Cyrus Leung
c6e7404cc5 [Multimodal] Simplify MM input definitions (#33331) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-29 13:32:04 +00:00
sthWrong
17b17c0684 [Backport] [Kimi-K2.5] Replace torch.cuda with current_platform for d… (#33320) 2026-01-29 12:29:17 +00:00