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50dbd6c9e6637589b404a499dbc34df85ad9b1ad
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Author SHA1 Message Date
Stanislav Kirillov
50dbd6c9e6 [bugfix] Fix critical bug when reporting for all paths where handler.create_error_response is used (#34516) 
Signed-off-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-14 23:24:25 -08:00
Andreas Karatzas
98bcc6ca59 [CI][Entrypoints] Validate detokenize token IDs to prevent int64 overflow causing 500 (#34468) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-14 23:08:38 -08:00
Andreas Karatzas
f13e86d8dd [Kernels] Fix Helion GPU utils to use platform-agnostic device name API (#34537) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-14 20:29:23 -08:00
Woosuk Kwon
9ca768c740 [Model Runner V2] Minor cleanup for Sampler (#34563) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-14 18:29:03 -08:00
Thomas Parnell
d5fe3f702c [Hybrid] Enable mamba prefix cache "align" mode with async scheduling (#33997) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2026-02-14 13:15:56 -08:00
Cyrus Leung
73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-14 10:14:21 -08:00
Andreas Karatzas
b3c14229b0 [ROCm][CI] Guard sparse MLA backend imports for ROCm compatibility in tests (#34538) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-14 07:32:09 -08:00
Roger Wang
2f186635cb [Bugfix] Fix Qwen3.5 config loading (#34554) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-14 03:56:11 -08:00
Christian Pinto
342a7cda2d [Misc] Update tests and examples for Prithvi/Terratorch models (#34416) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 23:03:51 -08:00
Kata Coder
d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00
Andreas Karatzas
de42abb366 [CI] Heavy refactoring of Voxtral multimodal audio model tests (#34294) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 20:04:29 -08:00
Julien Denize
60ca7981bc Add explicit validation error for tool calls. (#34438) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2026-02-13 20:04:01 -08:00
Christian S. Perone
0ef5b9147b fix: use __annotations__ instead of get_type_hints() for dynamic kwargs detection (#34527) 
Signed-off-by: Christian S. Perone <christian.perone@gmail.com>
Signed-off-by: Christian S. Perone <perone@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-13 20:03:37 -08:00
Shiyan Deng
ed242652d7 [bug] Make sure get_modality_with_max_tokens is deterministic (#34533) 
Signed-off-by: Shiyan Deng <dsy842974287@meta.com>
 2026-02-13 20:02:59 -08:00
Wei Zhao
b37b679770 [Feature][Perf] Support Selective CPU Weight Offloading (#34535) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-13 20:02:24 -08:00
Andreas Karatzas
a0638d052d [Bugfix] Fix ROCm UVA CPU weight offloading broken by #32993 (#34543) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 20:01:42 -08:00
Harry Huang
c027541eaf [Hybrid] Enable spec decoding in mamba cache align mode (#33705) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 13:02:28 -08:00
Ben Browning
fd267bc7b7 [Bugfix]: Fix structured output in multi-turn gpt-oss (#34454) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 11:12:48 -08:00
Michael Goin
bfaa559305 Revert "[Bugfix] Fix fused MoE IMA (sans chunking) by using int64 for strides" (#34530) 2026-02-13 10:35:29 -08:00
Richard Zou
87789c8364 [Misc] vLLM's --enforce-eager should turn off compile and cudagraphs only (#34523) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-13 09:52:20 -08:00
Pushpinder Singh
bcd65c1f6a [Bugfix] Replace c10::optional with std::optional in topk kernel (#34467) 
Signed-off-by: Pushpinder Singh <pushpindersingh135@gmail.com>
 2026-02-13 08:30:23 -08:00
Wei Zhao
59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-13 08:11:26 -08:00
LoganJane
4a9952ec1b [Bugfix] Add quant_config in ViT of Kimi-K2.5 (#34501) 
Signed-off-by: LoganJane <LoganJane73@hotmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-13 16:05:34 +00:00
Roger Wang
1dae7b7843 [Bugfix] Exclude language_model_only key from MM AOT compile hash but include in model one (#34508) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 13:59:00 +00:00
Roger Wang
5885e330ef [Misc] Port Qwen3.5 Configs (#34512) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 05:24:25 -08:00
Ilya Boytsov
071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
Woosuk Kwon
0916e7960b [GDN] Use CPU tensors to build GDN metadata (#34498) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-13 01:24:45 -08:00
Wentao Ye
3d2a026fd0 [Feature] Pipeline Parallel Async send/recv, 2.9% E2E throughput improvement (#33368) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-02-13 16:38:16 +08:00
Aaron Hao
dddbff4624 [Core] Move pause and resume functions into engine (#34125) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-13 00:15:10 -08:00
Martin Hickey
47e9b63e1a [KVConnector] Clean up redundant code in KV connectors (#34147) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-02-13 00:14:30 -08:00
Matthias Gehre
934acddef9 [Perf] fused_moe: add int4_w4a16 benchmark support and tuning config (#34130) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-13 00:14:27 -08:00
Marek Michalowski
742d214d6e [Bugfix] fix the import path in moe test utils.py (#34245) 
Signed-off-by: Marek Michalowski <marek.michalowski@arm.com>
 2026-02-13 00:13:45 -08:00
haosdent
4137c5dfa7 [Bug Fix] Fix MambaManager.cache_blocks() crash on null blocks in align mode (#34418) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-13 00:13:22 -08:00
Harry Huang
7a8a46ddcb [BugFix] Fix and optimize max_num_blocks_per_req calculation for MambaSpec (#34440) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 00:13:14 -08:00
myselvess
bcf0731aa0 [New Model] support new model ovis2.6 (#34426) 
Signed-off-by: myselvess <23743269+myselvess@users.noreply.github.com>
 2026-02-13 00:12:45 -08:00
Cyrus Leung
ec090c2429 [Refactor] Call renderer for online IO processor request (#34490) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-12 22:48:45 -08:00
Roger Wang
eea3024f43 [Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-12 22:48:42 -08:00
Cyrus Leung
2f308214c0 [Refactor] Pass full VllmConfig to Renderer (#34485) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 22:48:38 -08:00
Cyrus Leung
1b4e8e53f8 [CI/Build] Fix CUDA re-initialization error in distributed model tests (#34491) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-13 06:43:53 +00:00
haosdent
dcf6ee8592 [Bugfix] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-12 21:04:06 -08:00
Cyrus Leung
372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:47:01 -08:00
Andreas Karatzas
6afa587d31 [ROCm][CI] Fix serving tokens test failures (#34047) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 11:27:53 +08:00
Cyrus Leung
94ed6cf6ea Add new sections to CODEOWNERS (#34309) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:39:28 -08:00
Harry Huang
bf37812ca7 [Hybrid] Fix and optimize block-aligned splitting in mamba cache align mode (#33706) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-12 18:21:52 -08:00
Frank Wang
b86bf4417e [Bugfix] Fix Random Dataset Prefix Length Inaccuracy (#33907) 
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-12 18:21:19 -08:00
Yanan Cao
de13dd781f [Kernel] [Helion] [5/N] Add Helion Autotuning infrastructure (#34025) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-12 18:21:05 -08:00
LoganJane
62788f99a4 [Bugfix] Delete unused redundant code in Kimi-K2.5 (#34427) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 18:18:42 -08:00
Cyrus Leung
ea5ff3a1f6 [Refactor] Simplify BOS/EOS token handling (#34435) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:18:24 -08:00
bnellnm
04ea31baab [Bugfix] Remove assert that's no longer valid (#34443) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-12 18:18:15 -08:00
Harry Huang
6f019e6e0a [BugFix] Add block_size validation for mamba cache align mode (#34445) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-12 18:18:07 -08:00