Commit Graph
10606 Commits
Author SHA1 Message Date
Kyuyeun Kim 0a0a1a198b Add ability to replace oot ops when using lora (#37181)
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
2026-03-16 18:04:15 -07:00
Vadim GimpelsonandPavani Majety 6c1cfbad32 Support non-contiguous KV cache in TRTLLM fp8 dequant kernel (#36867)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Pavani Majety <pavanimajety@gmail.com>
2026-03-16 17:48:42 -07:00
Harry Huang 45f526d652 [BugFix] Correct max memory usage for multiple KV-cache groups (#36030)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
2026-03-17 00:38:52 +00:00
Julien Denize 5db91f0aaf Fix some Mistral parser issues (#37209)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
2026-03-17 00:08:56 +00:00
Walter Beller-Morales 061980c36a [Feature][Frontend] add support for Cohere Embed v2 API (#37074)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
2026-03-16 19:55:53 -04:00
Terry Gao 3e6a1e1686 [Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389)
Signed-off-by: tianrengao <terrygao87@gmail.com>
2026-03-16 18:51:46 -04:00
Julien Denize 7961486a9b Fix EagleMistralLarge3Model initialization (#37232)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
2026-03-16 15:41:00 -07:00
EdalatiAli e5b807607c [Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
2026-03-16 18:07:39 -04:00
fd4d96302a 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>
2026-03-16 22:03:54 +00:00
Zhengxu Chen e6ae4b1be1 [compile] Enable mega aot artifact for torch 2.12+. (#37198)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
2026-03-16 21:05:51 +00:00
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 Fengandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 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
haosdentandOr Ozeri 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 EtelisandItay 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 ZhaoandHarry Mellor 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 BartelsandBenjamin 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 GeigerandIsotr0py 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 NabelandChauncey 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
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
Wang, Yiting 68e1b711f1 [XPU] Add deepseek_scaling_rope fused kernel (#36612)
Signed-off-by: yitingw1 <yiting.wang@intel.com>
2026-03-16 12:35:08 +08:00
rasmith 0024f39a32 [ROCm][P/D][MORI][BugFix] Add transfer_id for moriio_connector so moriio_connector to restore P/D functionality (#34907)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-03-16 10:36:51 +08:00
7acaea634c In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970)
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-15 23:35:35 +00:00
Jiangyun ZhuandRoger Wang 697e4ff352 [GDN] add a config for gdn kernel selection (#36647)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-03-16 00:40:17 +08:00