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2048 Commits

Author SHA1 Message Date
tunglinwood
42fadebecb [Model] Add support for moonshotai/Kimi-Audio-7B-Instruct (#36127) 
Signed-off-by: tunglinwood <tunglinwood@gmail.com>
Signed-off-by: tunglinwood <tomwu.tunglin@gmail.com>
Signed-off-by: tunglinwood <113751333+tunglinwood@users.noreply.github.com>
 2026-03-10 21:24:48 -07:00
Hojin Yang
0836be3b03 [Model] Add HyperCLOVAX-SEED-Think-32B vision-language model support (#31471) 
Signed-off-by: effortprogrammer <yhjhoward7@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-10 10:59:19 +08:00
Lucas Kabela
3fd03f1ec2 [BE] Rename should_torch_compile_mm_vit to should_torch_compile_mm_encoder (#36281) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-09 18:22:05 +00:00
Simon Mo
fe0c085c28 [Docs] Remove the reo beacon (#36528) 
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-03-09 11:16:50 -07:00
Russell Bryant
d460a18fc6 [Docs] Expand --allowed-media-domains security guidance with threat details (#36506) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2026-03-09 17:43:42 +00:00
Andreas Karatzas
c174d54f86 [ROCm][CI] Fix ROCm attention backend validation for head sizes, block sizes, and compute capability checks (#36292) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-09 12:02:41 -05:00
Harry Mellor
74a9f54cdb [CI] Fix edge case that could lead to broken docs builds on main (#36515) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-09 09:06:19 -07:00
Cyrus Leung
f96c3ab08c [Deprecation][1/2] Remove items deprecated in v0.18 (#36470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-09 03:43:23 -07:00
Alex Brooks
65a4da1504 [Frontend] Add Support for MM Encoder/Decoder Beam Search (Online Transcriptions) (#36160) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-03-09 05:46:23 +00:00
wang.yuqi
dcf8862fd4 [Examples][1/n] Resettle basic examples. (#35579) 
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>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:22:53 -07:00
Wentao Ye
384425f84e [Dependency] Remove default ray dependency (#36170) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-08 20:06:22 -07:00
Harry Mellor
a0f44bb616 Allow markdownlint to run locally (#36398) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:05:24 -07:00
Kunshang Ji
fde4771bbd [XPU][Doc] update xpu document about triton dependency/conflict issue. (#36301) 
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
 2026-03-09 02:09:22 +00:00
Wei Zhao
379689d533 [Perf] Support FP8 KV cache for Flashinfer MLA Sparse (#35891) 2026-03-07 13:51:54 -08:00
rahul-sarvam
85f50eb41f Adding support to Sarvam's MoE models (#33942) 
Signed-off-by: rahul-sarvam <140298821+rahul-sarvam@users.noreply.github.com>
 2026-03-08 01:16:24 +08:00
lif
00b814ba5a [V0 Deprecation] Remove unused swap_space parameter (#36216) 
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
 2026-03-07 22:09:55 +08:00
Copilot
ce8546a12b [docs][torch.compile] Add fusions.md — kernel/operator fusion reference page (#35538) 
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: ProExpertProg <luka.govedic@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-03-06 23:55:06 +00:00
Andreas Karatzas
807d680337 [ROCm][CI] Fix tool use test stability - disable skinny GEMM, prefix caching, eliminate batch variance (#35553) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-06 15:15:12 +08:00
Xiang Shi
e68de8adc0 docs: fix wrong cc in int8.md (#36209) 
Signed-off-by: Xiang Shi <realkevin@tutanota.com>
 2026-03-06 06:01:02 +00:00
Rohan Potdar
c5362c739f Reenable features for ROCm attention backends (#36185) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-03-05 20:21:06 -08:00
Yanhong Li
a911f4dd20 [Model] Add support for OLMo Hybrid (#32550) 2026-03-05 14:51:06 -05:00
Jiayi Yan
6a895197fa [Bugfix][CI] fix typos (#34934) 
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-05 17:05:46 +00:00
Sage Moore
8c760b6ab6 [ROCm] Refactor ROCm attention backend selection logic (#35246) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2026-03-05 10:51:26 -06:00
Harry Mellor
8df523351f [Docs] Only build docs if documentation or ready labels are present (#36135) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-05 13:58:16 +00:00
Kunshang Ji
66a2209645 [Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-05 10:36:39 +00:00
Paco Xu
7493c51c55 [Docs] add Dynamo/aibrix integration and kubeai/aks link (#32767) 
Signed-off-by: Paco Xu <paco.xu@daocloud.io>
 2026-03-05 17:39:50 +08:00
Reagan Lee
ac773bbe80 [Docs] Update docs to include mm processor + encoder benchmarks (#34083) 
Signed-off-by: Reagan <reaganjlee@gmail.com>
 2026-03-05 01:38:25 -08:00
zihaoanllm
d106bf39f5 [Doc] Add Parallel Draft Models (#35973) 
Signed-off-by: <zihaoan2@amd.com>
Signed-off-by: zihaoanllm <zihaoan2@amd.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-05 05:44:07 +00:00
Russell Bryant
636ee223ac [Docs] Document security risks of GPT-OSS Python tool (#35139) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2026-03-04 20:27:31 +00:00
Davina Zaman
138d891d7f [Docs] Clarify structured outputs configuration for Qwen3 reasoning mode (#32441) 
Signed-off-by: Davina Zaman <davzaman@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-04 11:44:39 -08:00
Maxime Grenu
32224f568a docs: update CPU Docker images to reference Docker Hub instead of AWS ECR (#34882) 
Signed-off-by: Maxime Grenu <69890511+cluster2600@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-04 10:31:35 -08:00
Abhishek Mathukiya
f3dc292e9f docs: add version requirement note for --profiler-config flag (#32454) 
Signed-off-by: abhishkh <mathukiya.a@northeastern.edu>
 2026-03-04 18:13:54 +00:00
Chen
138c5fa186 [Docs] Add RunPod GPU deployment guide for vLLM (#34531) 
Signed-off-by: lisperz <zhuchen200245@163.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-04 10:11:34 -08:00
Russell Bryant
2f2c1d73a7 [Docs] Upgrade dynamic LoRA warning to admonition block (#35218) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2026-03-04 10:01:42 -08:00
Michael Yao
fd3bfe74c9 [Docs] Update design/multiprocessing.md (#30677) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2026-03-04 17:58:59 +00:00
Sage
d25c1ec3c9 docs(cpu): Clarify pre-built wheels requirement for CPU Python-only build (#35090) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-04 17:45:35 +00:00
Xing Liu
7cc6058ac6 [Doc] Add MTP docs and update speculative decoding guidance (#35197) 
Signed-off-by: liuxing <945764858@qq.com>
 2026-03-04 17:23:34 +00:00
Manrique Vargas
28028dff2f fix(docs): use static rdzv backend in multi-node troubleshooting script (#34784) 
Signed-off-by: machov <mv1742@nyu.edu>
 2026-03-04 17:15:35 +00:00
simone-dotolo
e86221deb6 [Doc] Fix GPU Worker count in Process Count Summary (#36000) 
Signed-off-by: simone-dotolo <simonedotolo@libero.it>
Signed-off-by: simone-dotolo <84937474+simone-dotolo@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-04 17:03:14 +00:00
AllenDou
c1d963403c [model] support FireRedASR2 (#35727) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-03 19:41:30 -08:00
Shanshan Shen
77e6dcbbfa [PluggableLayer][MM] Add PluggableLayer for RelPosAttention (#33753) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-03-03 19:41:27 -08:00
Robert Shaw
97995f6376 [MoE Refactor] Create MK for TRTLLM Kernels (#32564) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2026-03-03 10:39:50 -08:00
Woosuk Kwon
4f85bae9d6 [Docs][Model Runner V2] Add Design Docs (#35819) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-02 19:58:14 -08:00
Jakub Zakrzewski
c8b678e53e [Model] Add support for nvidia/llama-nemotron-rerank-vl-1b-v2 (#35735) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
 2026-03-03 08:32:14 +08:00
Lucas Wilkinson
8b5014d3dd [Attention] FA4 integration (#32974) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2026-03-01 23:44:57 +00:00
Augusto Yao
8e75d88554 add io_process_plugin for sparse embedding (#34214) 
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
Signed-off-by: Augusto Yao <augusto.yjh@antgroup.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-28 09:16:37 +00:00
Cyrus Leung
4292e3b807 [Benchmark] Improve UX of sweep scripts (#35600) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-28 00:36:02 -08:00
Cyrus Leung
24d6ea8afd [Benchmark] Rename SLA Finder to Workload Explorer (#35586) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-27 23:31:55 -08:00
Cyrus Leung
fd68cd132b [Bugfix] Fixes for SLA finder (#35537) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-27 20:20:55 -08:00
Micah Williamson
0edf101d2b [ROCm] Add stablelm Head Size 80 To Supported Head Sizes For ROCM_ATTN (#35527) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-02-28 12:16:34 +08:00