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Author SHA1 Message Date
Asaf Gardin
bbf81f9a92 [Mamba1] - Kernel Level Chunk Alignment for Prefix Caching (#34798) 
Signed-off-by: Josephasafg <ajgard7@gmail.com>
 2026-03-01 20:40:23 +08:00
Woosuk Kwon
da543d1abe [Model Runner V2] Minor refactoring for EncoderRunner (#35628) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-01 00:15:39 -08:00
Ryan Rock
87d319c52f [AMD][CI] Support Triton attention with ExampleConnector (#34931) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2026-03-01 09:58:07 +02:00
lin-shh
a9ec392c86 Fix typo: implictly -> implicitly in isaac.py docstring (#35646) 2026-02-28 23:34:37 -08:00
lailoo
afd089f231 [Bugfix][Model] Fix Qwen3.5/Qwen3Next ignoring --dtype flag on older GPUs (#35617) 2026-03-01 03:27:37 +00:00
gnovack
3ecd0bf9fc Add TMA support to fused_moe_lora kernel (#32195) 
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-01 10:55:25 +08:00
Woosuk Kwon
e3eb146f7a [Model Runner V2] Add ModelStateInterface [4/N] (#35621) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-28 13:19:45 -08:00
Martin Vit
95a395dbec [Bugfix] Fix Anthropic API base64 image handling in Messages endpoint (#35557) 
Signed-off-by: Martin Vit <martin@voipmonitor.org>
 2026-02-28 20:57:08 +00:00
Isotr0py
e94b263bd6 [Chore] Cleanup BNB utilization dead code (#35620) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-28 19:22:41 +00:00
Wentao Ye
e113a30113 [Deprecation] Deprecate code in 0.17 as scheduled (#35441) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-28 17:32:37 +00:00
Cyrus Leung
1dafb29f91 [Benchmark] Avoid unnecessary video download in MMVU (#35618) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-28 09:07:02 -08:00
emricksini-h
49b9ae32e9 [Fix] Avoid sending image input to other PP ranks (#35405) 
Signed-off-by: emricksini-h <emrick.birivoutin@hcompany.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-01 00:14:29 +08:00
cwazai
63d7972f13 Fix Qwen3_5MTP packed_modules_mapping for gate_up_proj (#35581) 2026-02-28 14:50:55 +00:00
flutist
c68e69f144 custom dataset img support base64 (#35280) 
Signed-off-by: xjx <493337577@qq.com>
 2026-02-28 11:49:52 +00:00
Chauncey
7e08c22b8c [Feat] Add CUDA torch fallbacks for fp8_mqa_logits/fp8_paged_mqa_logits_torch function (#35271) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-02-28 10:12:00 +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
Mario Hong
0892d1ab1f [Feature]Supports Anthropic Thinking Block (#33671) 
Signed-off-by: mariohong <mariohong128@gmail.com>
Co-authored-by: zetaohong <i-hongzetao@stepfun.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-02-28 09:02:33 +00:00
Hashem Hashemi
7600642eae Add padding support to wvSplitK solution for skinny GEMMs (#33762) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-28 09:02:05 +00:00
Andreas Karatzas
1e69c04887 [ROCm][CI] Parametrize vision score tests across attention backends with per-backend tolerances (#35571) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-28 08:59:26 +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
Chauncey
57c86c0741 [Misc] Change logging level from info to debug for tool parser import (#35575) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-02-28 14:51:35 +08:00
Chauncey
06254d4cbb [CI] add trainer_send_weights for MockWeightTransferEngine (#35589) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-02-28 06:47:43 +00:00
Andreas Karatzas
f5d1281c9d [ROCm][CI] Expose tests to AMD production CI and fix amdsmi heap corruption (#35071) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-28 13:57:31 +08:00
Andreas Karatzas
94029ffaf0 [ROCm] Derive device capability from GCN arch string without CUDA init (#35069) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-28 13:55:28 +08:00
Andreas Karatzas
88e8525f2e [ROCm][CI] Adding infiniband mappings for moriio tests (#35170) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-28 13:53:28 +08:00
Ilya Markov
b2d8b422b2 [EPLB] Enforce sync eplb for NCCL-based all2all backend (#35212) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-02-28 05:47:12 +00:00
Umut Polat
1d5ab5d603 [Bugfix] Move chat completion response_format validation to Pydantic model_validator (#35510) 
Signed-off-by: umut-polat <52835619+umut-polat@users.noreply.github.com>
 2026-02-27 21:26:19 -08:00
Huy Do
7b346ba8ed [Bugfix] Propagate compilation_time from workers to main process for TP>1 (#35503) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2026-02-28 05:03:22 +00:00
Itay Alroy
dea268336f [1/N] Elastic EP Milestone 2 (#34861) 
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
 2026-02-28 04:46:42 +00:00
Ma Jian
90805ff464 [CI/Build] CPU release supports both of AVX2 and AVX512 (#35466) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
 2026-02-28 04:35:21 +00:00
Matthew Bonanni
2562e0271e [MTP] Validate that MTP weights are actually loaded (#35548) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-02-28 12:27:40 +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
Douglas Lehr
d5b6f3ba36 [ROCm][Quantization] Add Composable Kernel (CK) backend support for M… (#34301) 
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
 2026-02-28 03:37:01 +00:00
Woosuk Kwon
1a014a0a93 [Model Runner V2] Move MM encoder to Model States [3/N] (#35564) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-27 18:32:38 -08:00
Woosuk Kwon
86ac7bcf84 [Model Runner V2] Support pooling models (#35120) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-27 18:03:01 -08:00
Umut Polat
405f28d38d [Misc] Clean up ResponsesRequest model validators (#35531) 
Signed-off-by: umut-polat <52835619+umut-polat@users.noreply.github.com>
 2026-02-28 01:19:21 +00:00
youkaichao
5323672bc2 [misc] cleanup one level of error stack when nixl fails to initialize (#35517) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2026-02-28 08:42:37 +08:00
Roberto L. Castro
a201ad72d8 [Refactor][Kernel] Add global helper to deduplicate vectorized memory ops (#35105) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
 2026-02-27 16:28:17 -08:00
Rohan Potdar
e3691988d0 [ROCm]: fix aiter rope functionalization (#35533) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-27 22:42:30 +00:00
Gregory Shtrasberg
9fa6c68fa6 [ROCm] Enabling encoder and encoder-decoder on ROCm and AITER unified backends (#35334) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-02-27 21:32:55 +00:00
Aaron Hao
2ce6f3cf67 [Feat][RL][2/2] Native Weight Syncing API: IPC (#34171) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-02-27 13:45:21 -07:00
Jakub Zakrzewski
1f3dbd95fd [Bugfix][Model] Fix gpt-oss batch invariance (#35404) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
 2026-02-27 20:41:24 +00:00
Lucas Wilkinson
1d532f9d8f [DP] Only use DP padding when cudagraphs are actually used (#34102) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-27 15:14:31 -05:00
Lucas Kabela
234a65b781 [Bugfix] Add monkeypatch to prevent race condition from writing (#35420) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-02-27 14:51:36 -05:00
SteadfastAsArt
2decec9856 [Transformers backend] Ignore MTP weights when num_nextn_predict_layers=0 (#34888) 
Signed-off-by: SteadfastAsArt <695488173@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-27 19:39:23 +00:00
Zhengxu Chen
29b35477b0 [compile] Fix caching error over pytree slice node. (#35308) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2026-02-27 19:34:16 +00:00
Nick Hill
b1d9f5372d [Model Runner V2] Warmup kernels (#35172) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-27 10:43:30 -08:00
Raushan Turganbay
fd6de37fca [BugFix] Fix 3D rope in transformers backend (#35097) 
Signed-off-by: raushan <raushan@huggingface.co>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-27 18:34:49 +00:00