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10610 Commits

Author SHA1 Message Date
Vadim Gimpelson
7624525bf6 cherry-pick [Bugfix] Restore prepare_fp8_layer_for_marlin removed by merge conflict resolution 
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: vadiklyutiy <vgimpelson@nvidia.com>
#38398
 2026-03-27 14:49:47 -07:00
khluu
9fdc0f3aeb merge 
Signed-off-by: khluu <khluu000@gmail.com>
 2026-03-26 02:17:52 -07:00
Vadim Gimpelson
05d96d7991 merge 
Signed-off-by: khluu <khluu000@gmail.com>
 2026-03-26 01:25:41 -07:00
Dimitrios Bariamis
ccbc5ac449 [Bugfix] Fix mock.patch resolution failure for standalone_compile.FakeTensorMode on Python <= 3.10 (#37158) 
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
(cherry picked from commit 1204cf0a9d)
 2026-03-24 17:59:17 -07:00
khluu
bcf2be9612 [cherry-pick][Bugfix] Disable monolithic TRTLLM MoE for Renormalize routing (#37591)#37605 
Signed-off-by: khluu <khluu000@gmail.com>
 2026-03-19 15:06:38 -07:00
Elvir Crnčević
89138b21cc [Bugfix] Zero-init MLA attention output buffers to prevent NaN from CUDA graph padding (#37442) 
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
(cherry picked from commit ef2c4f778d)
 2026-03-18 18:44:16 -07:00
JartX
6edd43de3c [Bugfix][ROCm] Fix worker startup OOM on ROCm by skipping unreliable cudagraph memory profiling (#36720) 
Signed-off-by: JartX <sagformas@epdcenter.es>
(cherry picked from commit e8f9dbc369)
 2026-03-18 18:43:52 -07:00
khluu
262ddd0d81 [cherry-pick][Bugfix] Fix EP weight filter breaking EPLB and NVFP4 accuracy #37322 
Signed-off-by: khluu <khluu000@gmail.com>
 2026-03-18 01:48:32 -07:00
Li, Jiang
e60c1674b3 [Bugfix] Avoid OpenMP thread reallocation in CPU torch compile (#37391) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
(cherry picked from commit 261801242f)
 2026-03-18 01:41:42 -07:00
Roy Wang
faa80947f5 [Performance] Add --enable-ep-weight-filter CLI option (#37351) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
(cherry picked from commit 761e0aa7a0)
 2026-03-18 01:41:25 -07:00
Terry Gao
eeabf740bb [Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389) 
Signed-off-by: tianrengao <terrygao87@gmail.com>
(cherry picked from commit 3e6a1e1686)
 2026-03-18 01:41:09 -07:00
Elvir Crnčević
cdcffafef8 Fix eplb nvfp4 experts hook (#37217) 
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Elvir Crncevic <elvir@anthropic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
(cherry picked from commit fd4d96302a)
 2026-03-18 01:40:57 -07:00
Walter Beller-Morales
4d22667c32 [Feature][Frontend] add support for Cohere Embed v2 API (#37074) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
(cherry picked from commit 061980c36a)
 2026-03-16 22:05:47 -07:00
Andreas Karatzas
1fe3932c8b [ROCm] Fix AttributeError for torch.compiler.skip_all_guards_unsafe on older PyTorch (#37219) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
(cherry picked from commit 54a62a79f7)
 2026-03-16 21:03:49 -07:00
zhanqiuhu
2dccb38f73 [Bugfix][MultiConnector] Fix MultiConnector for SupportsHMA sub-connectors (#36549) 2026-03-16 20:51:04 +00:00
Kunshang Ji
d157216093 [BUGFIX][Mamba] Use uint64 for address in KVBlockZeroer (#37197) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-16 21:39:56 +01:00
Matthew Bonanni
93f3c8e531 [Misc] Add float16 to CacheDType (#37199) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-16 13:24:48 -07:00
Flora Feng
dfa8852db2 [Refactor] Consolidate GPT-OSS reasoning parser tests (#36915) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-16 15:53:07 -04:00
Lucas Kabela
714c6e0eab [torch.compile][BE] Modify cudagraph callable to check for is_forward_context_set (#36288) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-16 19:42:34 +00:00
Sage
0fefd00e6c [Bugfix] Fix render server crash for quantized models on CPU-only hosts (#37215) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-16 18:59:01 +00:00
Nicolò Lucchesi
f5c081d432 [PD][Nixl] Add support for hybrid SSM-FA models (#36687) 2026-03-16 19:58:06 +01:00
Matthew Bonanni
c88ea8338b [MTP][Sparse MLA] Take advantage of native MTP support in indexer when possible (#36982) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-16 13:51:21 -04:00
Max de Bayser
9f9ecff4cd Add simple granite4 tool parser (#36827) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2026-03-16 10:49:09 -07:00
haosdent
ca1954d58c [Bugfix] Disable cross-layer KV cache for MLA attention backends (#37090) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
 2026-03-16 19:03:10 +02:00
Chauncey
6682c231fa [Bugfix] Add error handling for FINISHED_ERROR in OpenAIServing (#37148) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-03-16 16:27:47 +00:00
Itay Etelis
5ae685c1c8 [Bugfix] Relax TRTLLM KV cache contiguity assertion for cross-layer layout (#34158) 
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
 2026-03-16 11:20:51 -04:00
Yuanheng Zhao
8d8855fdae [Bugfix] Add safety check and fallback for null scaling factor (#36106) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-16 14:27:29 +00:00
Benjamin Bartels
0e5a9382af [Bugfix] accept redacted thinking blocks in Anthropic messages (#36992) 
Signed-off-by: Benjamin Bartels <benjaminba@tiglab-ubuntu.ilab.local>
Signed-off-by: bbartels <benjamin@bartels.dev>
Co-authored-by: Benjamin Bartels <benjaminba@tiglab-ubuntu.ilab.local>
 2026-03-16 22:01:57 +08:00
Fynn Schmitt-Ulms
04bf5a35fa [Spec Decode] Update extract_hidden_states to use deferred kv_connector clear (#37013) 2026-03-16 14:53:45 +01:00
Tianyu Guo
43a73f853b Remove unused EVS functions in qwen3_vl.py (#37183) 
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
 2026-03-16 13:09:09 +00:00
Julien Denize
ffbc2e5bdb Patch Mistral config (#37104) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2026-03-16 12:22:18 +00:00
Lukas Geiger
f9e6db3034 [Models][Qwen3 ViT] Keep max_seqlen on CPU to prevent D2H sync (#37139) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-16 12:11:59 +00:00
Artem Perevedentsev
f5e59ee7a6 [Performance] Add prefetch for checkpoints to OS page cache (#36012) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-03-16 11:32:02 +00:00
Robin Nabel
bf9a185395 GLM4 tool parser: fix streaming mode (#35208) 
Signed-off-by: Robin Nabel <opensource@nabel.co>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-16 18:48:52 +08:00
Harry Mellor
ad041c79db Fix text only inputs for MRoPE models with the Transformers modelling backend (#37055) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-16 10:31:16 +00:00
Kunshang Ji
747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-03-16 10:24:48 +00:00
Harry Mellor
122f75d939 Fix pipeline parallel with multimodal models with the Transformers modelling backend (#37057) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-16 10:20:37 +00:00
Roy Wang
0115e957d4 [Frontend][Misc] Remove unused log in /is_sleeping (#37093) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-03-16 17:46:28 +08:00
haosdent
116ed130f4 [Bugfix] Fix GDN attention crash with mixed decode/spec-decode batches (#34871) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-16 10:30:23 +01:00
Vadim Gimpelson
8374387bd8 [FlashInfer] Revert block_size 16 + head_size 256 workaround on Blackwell (#36987) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-03-16 09:04:29 +00:00
Isotr0py
912fbe9555 [Bugfix] Fix Qwen2.5-Omni/Qwen3-Omni use_audio_in_video with multi-video inputs (#37147) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-16 08:56:06 +00:00
Laith Sakka
52131f88d9 use skip_all_guards_unsafe to drop global_state and torch_function_mode_stack guards instead of previous hacks (#36204) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2026-03-16 08:52:31 +00:00
Roy Wang
821eb80c0d [Performance][Model Loader] Skip non-local expert weights during EP model loading (#37136) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-03-16 01:33:36 -07:00
Andreas Karatzas
911355e216 [ROCm] Fix KV copy methods and auto-select attention backend for ROCm (#36845) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 16:07:27 +08:00
Chauncey
8d3f8f485e [Bugfix] fix Qwen3.5 tool calling bug (#36774) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-03-16 15:38:42 +08:00
Woosuk Kwon
96efb91480 [Model Runner V2] Fix processed logits in sample() (#37144) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-16 00:35:49 -07:00
leo-cf-tian
2754231ba3 [Kernel] Add FlashInfer MoE A2A Kernel (#36022) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
 2026-03-15 23:45:32 -07:00
bigshanedogg
2390d44209 [Model] Add HyperCLOVAX-SEED-Think-14B language model support (#37107) 
Signed-off-by: bigshanedogg <bigshane319@gmail.com>
 2026-03-16 06:40:05 +00:00
Li, Jiang
7362b4450a [Bugfix] Avoid LD_PRELOAD check on MacOS (#37145) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-15 23:31:44 -07:00
Andreas Karatzas
57a314d155 [CI][Bugfix] Fix 500 errors from priority overflow and TemplateError subclasses in schema fuzz tests (#37127) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 05:27:21 +00:00