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10e94c84f6ce4e5f1dff8a2fefc242e9ee687d0c
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Author SHA1 Message Date
Fadi Arafeh
10e94c84f6 [CPU][Feat] Update PyTorch to v2.10 for CPU Backend (#32869) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2026-01-23 21:13:06 +08:00
Isotr0py
243e78c20f [Benchmark][Bugfix] Fix race condtion when starting server for sweep benchmark (#32927) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-23 12:11:18 +00:00
Fadi Arafeh
aac0b817fa [CPU Backend][BugFix] Fix failing CPU MoE test (#32876) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-23 12:06:51 +00:00
wang.yuqi
05f3d714db [Frontend][3/n] Make pooling entrypoints request schema consensus | EmbedRequest & ClassifyRequest (#32905) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 12:03:44 +00:00
Patrick von Platen
3f3f89529d [Voxtral] Add new streaming arch (#32861) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 12:41:52 +01:00
Li, Jiang
5da4c7d789 [CI/Build][CPU] Fix failed pooling tests and macos smoke test (#32907) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 10:48:20 +00:00
Nicolò Lucchesi
160c6fa387 [Misc] Add get_name to missing AttentionBackends (#32698) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-23 10:35:44 +00:00
Andreas Karatzas
a8eb1182f1 [CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-23 16:22:51 +08:00
Karan Bansal
fa6e599a61 [Bugfix] Fix _CPU_MOE_ACT AssertionError when vLLM config not set (#32777) 
Signed-off-by: Karan Bansal <karanb192@gmail.com>
 2026-01-23 08:22:37 +00:00
Wentao Ye
7ef5873752 [CI] Fix mypy for vllm/v1/structured_output (#32722) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-23 11:55:51 +08:00
Luka Govedič
5e4e0e51f4 [torch.compile] Compile CustomOp.forward_native for SiluAndMul and QuantFP8 to avoid raw torch ops inside opaque custom ops (#32806) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-22 19:52:26 -08:00
Rishabh Saini
f61c9da711 [BugFix] deepseek_v32_encoding: Replace asserts with proper exceptions (#32884) 
Signed-off-by: RishabhSaini <rishabhsaini01@gmail.com>
 2026-01-23 03:44:11 +00:00
Nick Hill
7fe255889e [Misc] Log vLLM logo when starting server (#32796) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-23 11:15:12 +08:00
bnellnm
dc917cceb8 [MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-22 18:21:35 -05:00
Fadi Arafeh
fc56f4a071 [BugFix] Fix invalid flashinfer_fused_moe_blockscale_fp8 op registration (#32855) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-22 22:27:40 +00:00
Xin Yang
d08b356ee0 [Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-22 15:47:04 -05:00
Wentao Ye
f744810184 [Refactor] Remove unused tpu files (#32610) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-22 15:35:18 -05:00
Eldar Kurtić
44f08af3a7 Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
 2026-01-22 13:29:57 -07:00
Matthew Bonanni
955b43a5a5 [Bugfix][Attention] Explicitly report support for kv_cache_dtype bfloat16 (#32795) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-22 19:05:18 +00:00
Fadi Arafeh
744ef30484 [CPU Backend] [Perf] Accelerate tensor-parallel/data-parallel inference across NUMA domains on Arm (#32792) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-22 18:55:23 +00:00
Matthew Bonanni
300622e609 [CI][Attention] Add more CI dependencies for attention tests (#32487) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-22 18:44:56 +00:00
RickyChen / 陳昭儒
69d09fdd6c [Feature] Add --ssl-ciphers CLI argument for TLS cipher control (#30937) 
Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
 2026-01-22 09:53:24 -08:00
David Ramon Prados
3a63be0faa Support custom URI schemes and trace handlers for profiler (#32393) 2026-01-22 09:45:40 -08:00
Tyler Michael Smith
803e3f3f68 [UX] Default api_server_count to dp_size if not specified (#32525) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2026-01-22 17:35:35 +00:00
Vadim Gimpelson
70917b1c55 [MISC] Add .cursor to .gitignore (#32868) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-01-22 17:27:13 +00:00
Matt
c517d8c934 [Hardware][AMD][CI][Bugfix] Fix regressions from deprecated env vars (#32837) 
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-23 00:59:15 +08:00
Xu Jinyang
fc37187a51 [Bugfix] ModelScope is supported when downloading LORA models. (#32844) 
Signed-off-by: AuYang <459461160@qq.com>
 2026-01-22 16:33:21 +00:00
Maximilien de Bayser
ff365eea94 Support bge-m3 sparse embeddings and colbert embeddings (#14526) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
 2026-01-22 23:52:57 +08:00
Isotr0py
444e2e7e1f [Misc] Bump opencv-python dependecy version to 4.13 (#32668) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-22 15:51:15 +00:00
Nick Hill
bc14663e6a [Cleanup] Move scheduler get_routed_experts logic to separate method (#32706) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-22 10:46:00 -05:00
Richard Zou
654a71fc3c [torch.compile] Improve Cold Start for MoEs (#32805) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-01-22 10:44:40 -05:00
Lucas Kabela
15e302dfce [Misc][BE] Turn on strict type coverage for vllm/compilation (#31756) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-01-22 15:12:26 +00:00
Cyrus Leung
d117a4d1a9 [Frontend] Introduce Renderer for processing chat messages (using ModelConfig) (#30200) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 12:44:22 +00:00
Or Ozeri
421012b63a OffloadingConnector: Support kernel_block_size != block_size (#30692) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-22 12:30:04 +00:00
Chauncey
841d53aaa8 [Frontend] add prompt_cache_key for openresponses (#32824) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-22 11:34:14 +00:00
Shengqi Chen
1752262e96 [CI] refactor release pipeline config into groups (#32833) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2026-01-22 11:27:21 +00:00
Nicolò Lucchesi
ea6102b85d [Bugfix] Fix Whisper/encoder-decoder GPU memory leak (#32789) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-22 10:50:37 +00:00
wang.yuqi
328cbb2773 [Frontend][2/n] Make pooling entrypoints request schema consensus | ChatRequest (#32574) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-22 10:32:44 +00:00
liranschour
64e3d67ac0 Enable Cross layers KV cache layout at NIXL Connector (#30207) 
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Signed-off-by: liranschour <liranschour@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
 2026-01-22 10:12:58 +00:00
Nick Hill
098b2d66fe [Benchmark] Don't default to temperature==0 in vllm bench serve (#32723) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-22 10:03:15 +00:00
Isotr0py
8ebf271bb6 [Misc] Replace urllib's urlparse with urllib3's parse_url (#32746) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-22 16:37:15 +08:00
Alex Sun
49a1262267 [AMD][ROCm] MoRI EP: a high-performance all2all backend (#28664) 
Signed-off-by: Alex Sun <alex.s@amd.com>
 2026-01-22 16:33:18 +08:00
Cyrus Leung
2b8a38b6d6 [Model] Extend collect_children and no_init_weights contexts (#32757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 08:20:27 +00:00
Kebe
1bf1a34b19 [bench] add start_times field to vllm bench serve json result (#32667) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2026-01-22 07:10:14 +00:00
Andreas Karatzas
a810299838 [ROCm][CI][Docs] Add comment explaining TRITON_ATTN fallback for ROCm (#32835) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-21 22:11:09 -08:00
Andreas Karatzas
eb1629da24 [ROCm][CI] Fix AITER test flakiness by using explicit attention backend (#32346) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-22 13:55:25 +08:00
Micah Williamson
019e2c3b7c [ROCm][CI] Lower Acceptance Len Threshold For test_draft_model_quantization (#32731) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-01-22 05:47:33 +00:00
Huy Do
f5fdec8ce2 Upgrade transformers-4.57.5 (#32287) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2026-01-22 05:19:19 +00:00
Patrick von Platen
1579c9b5fd [Llama.py -> mistral.py] Extract mistral-only relevant code into separate file (#32780) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-01-22 05:14:57 +00:00
Lucas Wilkinson
889722f3bf [FlashMLA] Update FlashMLA to expose new arguments (#32810) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-21 22:02:39 -07:00