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Author SHA1 Message Date
Wentao Ye
3778673ea8
[Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-12-15 04:21:36 +00:00
Seokhyun An
b337647aa0
[Bugfix] Drop empty tool_calls lists to keep assistant replies in chat template (#30648) 
Signed-off-by: Seokhyun An <iamseokhyun@gmail.com>
 2025-12-15 04:21:12 +00:00
Jee Jee Li
a524d1ba0a
[Bugfix] Fix deepseek_v32 tokenizer_mode (#30658) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-15 04:20:31 +00:00
Shanshan Shen
87b4d1557d
[CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-12-15 11:13:32 +08:00
Wenqi Glantz
84e23d103d
additional protection for CVE-2025-62164 (#30649) 
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
 2025-12-15 03:07:10 +00:00
Shanshan Shen
738648fb81
[CustomOp] Support object-level enable for CustomOp (#30547) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-12-15 11:02:09 +08:00
Boyuan Feng
917fdae5b2
[Log] Skip piecewise cudagraph warn when using full cudagraph (#30657) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-12-15 02:49:45 +00:00
Robert Shaw
e2ed238885
Revert "[Fix]Load kv-cache dtype from hf_quant_config.json automatically" (#30653) 2025-12-14 19:33:41 -05:00
Or Ozeri
174e39ead7
CPU KV Offloading: Use more CUDA streams (#29013) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-12-14 23:50:45 +00:00
RioS
9ccbf6b692
[responsesAPI]add extra body parameters (#30532) 
Signed-off-by: Ri0S <aa248424@gmail.com>
 2025-12-14 19:25:45 +00:00
Chendi.Xue
ae2e503dda
[NIXL][BUG FIX] Fix a bug for PD with host_buffer after merging 29665 (#30420) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-14 15:38:28 +00:00
Tsukasa OI
9e33a1a75b
[Model][Quantization] Override HF defaults to GGUF ones (incl. Qwen3 MoE) (#30118) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-14 15:01:42 +00:00
Vensen
add4b0ca44
[Bugfix][benchmarks] Fix input token calculation for rerank benchmark metrics (#30596) 
Signed-off-by: vensen <vensenmu@gmail.com>
 2025-12-14 14:57:15 +00:00
ZiTian Zhao
ae88aada38
[Feature]Add EVS (Efficient Video Sampling) Support for Qwen3-VL (#29752) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: deitxfge <huhaibo1990@126.com>
 2025-12-14 05:24:56 -08:00
yifant-code
5ccf0efa84
[Bugfix] Improve error messages in ModelConfig validation (#30213) 
Signed-off-by: ytian218 <ytian218@bloomberg.net>
Co-authored-by: ytian218 <ytian218@bloomberg.net>
 2025-12-14 21:23:37 +08:00
ElizaWszola
994acec0cc
[Bugfix] Fix fusion for VL models (#30244) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
 2025-12-14 21:22:37 +08:00
zifeitong
48b8456ff9
[Bugfix] Revert Qwen2-VL part of change in #28271 (#30542) 
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
 2025-12-14 05:20:08 -08:00
Drew Botwinick
5b64ac21f9
[Bugfix] Update get_processor_data to use get_all method (#30583) 
Signed-off-by: Drew Botwinick <6953152+dbotwinick@users.noreply.github.com>
 2025-12-14 21:19:20 +08:00
Bin Bao
a8ec486592
[Misc] Add a script to benchmark compilation time (#29919) 
Signed-off-by: Bin Bao <binbao@meta.com>
 2025-12-14 13:02:39 +00:00
tjp_zju
6ecc1e411b
[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057) 
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
 2025-12-14 02:20:51 -08:00
Shengliang Xu
0bb0bae436
Nvidia ModelOpt workaround for issue 28072 (#30164) 
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
 2025-12-14 18:18:31 +08:00
Johannes F
060893654d
fix: Update json features supported by xGrammar (#30390) 
Signed-off-by: Johannes Flommersfeld <johannes.flommersfeld@tngtech.com>
Signed-off-by: Johannes F <johannesflommersfeld@users.noreply.github.com>
Co-authored-by: Johannes Flommersfeld <johannes.flommersfeld@tngtech.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-14 02:16:06 -08:00
Matthias Gehre
e9add129ad
[Bugfix] awq_gemm: fix argument order swap (#30364) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-12-14 18:15:37 +08:00
Ilya Markov
3224ea9915
[torch.compile] Add encoder tag for compilation (#30489) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2025-12-14 18:15:11 +08:00
Lasha Koroshinadze
3a20450d31
Add AudioFlamingo3 model support (#30539) 
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
Signed-off-by: Lasha Koroshinadze <26011196+lashahub@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-14 02:14:55 -08:00
Didier Durand
1a55cfafcb
[Doc]: fixing typos in various files (#30540) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-12-14 02:14:37 -08:00
drslark
add1b9d3de
[main][BugFix] Fixed an accuracy bug of Qwen3-next-MTP when batched inferring (#30632) 
Signed-off-by: drslark <slarksblood@qq.com>
 2025-12-14 01:32:16 -08:00
Cyrus Leung
dcb31196da
[Chore] Remove redundant RequestPrompt (#30612) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-14 09:22:37 +00:00
Laith Sakka
f569c654e1
enable unbacked with aot_compile (#30462) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-14 08:14:06 +00:00
Micah Williamson
97f2f160fd
[ROCm][CI] Add "Qwen3-Next-80B-A3B-Instruct MTP Async EPLB Accuracy Test" Back Into AMD CI (#30590) 
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-14 06:56:26 +00:00
Kayvan Mivehnejad
29f7d97715
Improve parse_raw_prompt test cases for invalid input .v2 (#30512) 
Signed-off-by: Kayvan Mivehnejad <K.Mivehnejad@gmail.com>
 2025-12-14 11:18:41 +08:00
Qier Li
dc7fb5bebe
[Bug][KVConnector][Metrics] Remove a vacuous assertion breaking external-launcher (#30577) 
Co-authored-by: Qier Li <qier@fb.com>
 2025-12-14 01:23:08 +00:00
Qidong Su
24429d5924
[Doc] Add instructions for building docker image on GB300 with CUDA13 (#30414) 
Signed-off-by: Qidong Su <soodoshll@gmail.com>
 2025-12-13 21:56:53 +00:00
Wentao Ye
6e78ed6ba7
[Logs] Optimize startup logs 4 (#29903) 
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>
 2025-12-13 16:12:53 -05:00
Isotr0py
7c16f3fbcc
[Doc] Add documents for multi-node distributed serving with MP backend (#30509) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-13 18:02:29 +00:00
lif
ddbfbe5278
[Docs] Clarify Expert Parallel behavior for attention and MoE layers (#30615) 
Signed-off-by: majiayu000 <1835304752@qq.com>
 2025-12-13 08:37:59 -09:00
Laith Sakka
763963aa73
set assume_32bit_indexing and pass unbacked hints (#30459) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-13 15:36:53 +00:00
Cyrus Leung
39cefbdf17
[Refactor] TokenizerRegistry only uses lazy imports (#30609) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 23:16:22 +08:00
Chen Zhang
ace34e3783
[Bugfix] Qwen3-next with --hf-overrides \{\"num_hidden_layers\":8\} (#30433) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-12-13 22:12:45 +08:00
Isotr0py
e5db3e2774
[CI/Build] Fix broken mm processor test Mistral-3-large (#30597) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-13 04:43:01 -08:00
Cyrus Leung
64251f48df
[Chore] Adjust tokenizer import to avoid circular imports (#30601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 04:42:39 -08:00
Nick Hill
1cec5b7ea9
[Scheduer] Simplify stop checking for pooling models (#30591) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-13 09:45:26 +00:00
Cyrus Leung
b09806e28f
[Bugfix] Dictionary MM embeddings for online chat (#30507) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 15:48:56 +08:00
Tsukasa OI
fdc135d768
[Misc][Quantization] Clarify the intent of GGUF FusedMoE weight materialization (#30310) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-13 13:55:14 +08:00
Roberto L. Castro
4fa7ce46f3
[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) 
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-12-12 19:34:23 -08:00
Nicolò Lucchesi
57e9bf1864
[CI] Whisper logprobs tests (#30504) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-13 10:49:11 +08:00
Michael Goin
2f32a68d75
[CI] Update several models in registry that are available online now (#30514) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-12-12 18:28:13 -08:00
Matthew Bonanni
f5dfbbd8e9
[Docs] Remove references to VLLM_ATTENTION_BACKEND (#30564) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-13 10:20:15 +08:00
Michael Goin
fc0119425c
Add IBM and Red Hat to compute resources sponsors (#30581) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-12-13 01:34:23 +00:00
Matthew Bonanni
86a3261525
[Bugfix] Pass FA version in MultiHeadAttention (#30575) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-13 00:02:11 +00:00