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Author SHA1 Message Date
Umut Polat
56cb1baa66 [Misc] Use VLLMValidationError in batch, pooling, and tokenize protocol validators (#36256) 
Signed-off-by: umut-polat <52835619+umut-polat@users.noreply.github.com>
 2026-03-17 13:52:30 +00:00
Cyrus Leung
f340324335 [1/2] Move InternVL-based processors (#37260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-17 21:50:56 +08:00
sfbemerk
2660b9289c Bugfix for offloading+prefetch for GLM-4.7-FP8 (#37178) 
Signed-off-by: Benjamin Merkel <benjamin.merkel@tngtech.com>
Co-authored-by: Benjamin Merkel <benjamin.merkel@tngtech.com>
 2026-03-17 21:22:09 +08:00
Viacheslav
293f036e6d Add gigachat 3.1 tool parser + fix gigachat3 tool parser (#36664) 
Signed-off-by: Viacheslav Barinov <viacheslav.teh@gmail.com>
 2026-03-17 12:03:20 +00:00
youkaichao
0fb142a454 [perf][connector] optimize build_connector_meta when host buffer transfer is not used (#37165) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2026-03-17 11:59:35 +00:00
Sage
00f8e0d211 [Frontend] Delegate tokenization serving preprocessing to OpenAIServingRender (#37266) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-17 11:22:54 +00:00
zhao, zhenhui
4af9ed21cb [Bugfix](xpu): prevent “selected index k out of range” in TP decode path (#37259) 
Signed-off-by: zhenzhao <zhenzhao@habana.ai>
 2026-03-17 11:14:07 +00:00
Augusto Yao
9c7cab5ebb [Feature]: Support for multiple embedding types in a single inference call (#35829) 
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
 2026-03-17 17:05:42 +08:00
Chauncey
132bfd45b6 [Bugfix][ResponsesAPI] Fix crash when tool_choice=required exceeds max_output_tokens (#37258) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-03-17 08:54:52 +00:00
xiao-llm
24b4272a8c Fix infinite recursive search issue in quark.py (#32779) 
Signed-off-by: Yanwen Lin <lyw1124278064@gmail.com>
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Signed-off-by: kimheesu <wlskaka4@gmail.com>
Co-authored-by: Yanwen Lin <lyw1124278064@gmail.com>
Co-authored-by: Kim Hee Su <wlskaka4@gmail.com>
 2026-03-17 07:19:15 +00:00
Benjamin Chislett
8a680463fa [Bugfix] Fix NemotronH MTP + Chunked Prefill (#35447) 2026-03-17 07:07:33 +01:00
Nick Cao
20b14095a4 [Bugfix] Fix loading Music Flamingo (#35535) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-03-17 05:24:40 +00:00
PatchyTIS
17c1bdf371 [Bugfix] dtype mismatch in ngram gpu propose (#37246) 
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
 2026-03-17 05:19:55 +00:00
Flora Feng
3e3d320c1b [Refactor] Relocate responses API tests (#37241) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-17 05:14:52 +00:00
Andreas Karatzas
54a62a79f7 [ROCm] Fix AttributeError for torch.compiler.skip_all_guards_unsafe on older PyTorch (#37219) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
v0.17.2rc0 		2026-03-17 11:34:49 +08:00
Flora Feng
384dc7f77b [Refactor] Relocate completion and chat completion tests (#37125) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-17 11:31:23 +08:00
Flora Feng
f04d5226f8 [CI] Fix flaky tool_use chat completion tests with deterministic seed (#37027) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-17 03:24:34 +00:00
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 Gimpelson
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
Ben Browning
7a49742b88 [CI/Build] Add common tool call parser test suite (#27599) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2026-03-16 19:46:20 -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
Andreas Karatzas
4f9b14c21c [CI] Stabilize multinode DP internal LB completion tests (#36356) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 15:40:23 -07:00
Yuchen Fama
31a458c091 [Doc] Clarify schema enforcement behavior for tool_choice modes (#37064) 
Signed-off-by: yfama <yuchengu@gmail.com>
 2026-03-16 22:27:42 +00:00
Wei Zhao
a3a51d20e7 [Benchmark] Improvements to attention benchmark script (#37115) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-03-16 22:22:40 +00:00
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
Elvir Crnčević
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
Krish Gupta
c0f011918d [Bugfix] opcheck false mutation error in rms_norm_per_block_quant (#36688) (#36779) 
Signed-off-by: Krish Gupta <krishom70@gmail.com>
 2026-03-16 21:11:33 +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) v0.18.0rc0 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
rasmith
2cc26c3a99 [CI][BugFix][MORI][AMD] Add transfer_id to kv transfer params for test (#37213) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-03-16 13:22:57 -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
Raushan Turganbay
55e6d3d5c0 [Bugfix] Make siglip/clip compatible with transformers v5 (#37200) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-03-16 16:48:18 +00:00
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
Wentao Ye
ce8cf9161d [Compile] Fix compile warning st256_cs in cuda_vec_utils.cuh (#36693) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-16 11:12:15 -04:00
xjx
18be11fd59 [BUGFIX]fix CUDA OOM ERROR : invalid argument at cumem_allocator.cpp:119 (#35594) 
Signed-off-by: xjx <493337577@qq.com>
 2026-03-16 15:10:42 +00:00
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
Wentao Ye
e855d380fa [Compile] Fix compile warning in moe_permute (#36529) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-16 10:16:14 -04:00