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Author SHA1 Message Date
Lucas Wilkinson
da5e7b12be [MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-24 16:03:02 +00:00
Louie Tsai
719ac592ed Update CPU doc according to feedback (#32963) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-24 16:02:44 +00:00
Hiroken.
1209b784f2 [Bugfix]: resolve torch.compile cache conflict between mm_encoder_tp_modes (#32842) 
Signed-off-by: Hongjian Zhang <zhanghongjian@xiaohongshu.com>
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Co-authored-by: Xingran Wang <wangxingran123456@outlook.com>
 2026-01-24 14:45:14 +00:00
Lukas Geiger
5fa0f6efa9 [EncoderCacheManager] Remove unnecessary copy (#32800) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2026-01-24 14:28:57 +00:00
david guan
bc0d291bfe feat: Complete LoRA support for MiniMaxM2 Fixes #32736 (#32763) 
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-24 20:48:46 +08:00
Isotr0py
9ad7f89f55 [Models]: Make Multimodal config implicit in ViT implementation (#31972) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-24 20:34:26 +08:00
Hiroken.
6450b536a6 [Bugfix] Fix E2E latency calculation and add warmup support in mm_processor benchmark (#32646) 
Signed-off-by: Hongjian Zhang <zhanghongjian@xiaohongshu.com>
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Signed-off-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>
Co-authored-by: Xingran Wang <wangxingran123456@outlook.com>
 2026-01-24 10:31:41 +00:00
7. Sun
0f19427db5 [Perf] Cache exc.errors() result in validation exception handler (#32984) 
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
 2026-01-24 02:01:35 -08:00
Cyrus Leung
51931c5c9a [UX] Deduplicate sampling parameter startup logs (#32953) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-24 17:37:28 +08:00
Reagan Lee
06b557ecd9 feat(benchmark): add encoder forward pass benchmarking to mm-processor (#31655) 
Signed-off-by: Reagan <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>
 2026-01-24 08:24:44 +00:00
Roger Wang
81c2a889ce [Doc] Ignore typo check on doc (#32999) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-23 23:52:22 -08:00
Isotr0py
8edaf38570 [Models] Add SharedFusedMoE support to Qwen3MoE (#32082) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-23 23:36:31 -08:00
Roy Wang
5c86a89805 [docs] Update governance process links (#32995) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-01-23 23:32:44 -08:00
7. Sun
0ccecf8833 [Tests] Standardize RNG seed utility across test files (#32982) 
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
 2026-01-24 06:47:14 +00:00
7. Sun
0b9a735e11 [Tests] Clarify pytest skip reasons with actionable context (#32981) 
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
 2026-01-24 06:38:50 +00:00
7. Sun
14d03b8ddb [Perf] Cache xpu_get_mem_info() result to avoid duplicate calls (#32983) 
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
 2026-01-23 20:56:23 -08:00
Michael Goin
d0cbac5827 [Dev UX] Add auto-detection for VLLM_PRECOMPILED_WHEEL_VARIANT during install (#32948) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Shengqi Chen <i@harrychen.xyz>
 2026-01-23 19:15:17 -08:00
ruizcrp
c0d820457a Auth_token added in documentation as it is required (#32988) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-24 03:03:05 +00:00
monajafi-amd
97ef11dd34 [ROCm][ViT] Enable Flash Attention Triton backend on RDNA3/RDNA4 (#32944) 
Signed-off-by: mohammad najafi <mohammad.najafi@amd.com>
 2026-01-24 10:03:07 +08:00
Xin Yang
ecc3dd66cc [Bugfix] Fix FusedMoE LoRA kernel offs_token out of bound value (#32279) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-24 01:41:35 +00:00
Joe Runde
7e1f10d562 [Core][Bugfix] allow graceful worker termination (#32965) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2026-01-23 17:28:45 -08:00
ElizaWszola
a28b94e6ef [Performance] Split FlashAttn attention and cache update (#25954) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2026-01-23 17:28:06 -08:00
dolpm
0118cdcc02 [fix] add VLLM_OBJECT_STORAGE_SHM_BUFFER_NAME to compile factors (#32912) 
Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>
 2026-01-23 22:53:10 +00:00
Shengqi Chen
136c499f6e [CI] fix version comparsion and exclusion patterns in upload-release-wheels.sh (#32971) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
 2026-01-23 22:21:49 +00:00
joninco
ebd0a17e0e [Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935) 
Signed-off-by: jon <joninco@bullpoint.org>
 2026-01-23 17:19:56 -05:00
Wentao Ye
37c9859fab [Refactor] Clean up unused variables & func (#32692) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-23 17:04:25 -05:00
Michael Goin
4561f13985 [Refactor] Rename gptq_marlin to marlin to match MoE (#32952) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-23 16:48:12 -05:00
rasmith
6cc6d92be5 [CI][AMD][BugFix] Update wvSplitK (and other skinny_gemm wrappers) to ensure tensors passed will be made contiguous for the kernel (#32831) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2026-01-23 13:35:48 -08:00
Wentao Ye
dfab5f3764 [Bug] Fix benchmark script moe_permute_unpermute (#32949) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-23 16:18:56 -05:00
Markus / Mark
586a57ad7e fix: Add glm4_moe_lite to MLA detection (#32614) 
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-01-23 12:38:57 -08:00
Lucas Wilkinson
3a41459501 [cudagraphs] Refactor cudagraph capture loop (#32946) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-23 13:22:20 -07:00
Nick Hill
8518b30447 [Model Runner V2] Add KV Connector support (#32742) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-23 10:49:17 -08:00
Matthew Bonanni
2d6b537157 [Bugfix][CI] Fix pre-commit (#32956) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-23 10:26:56 -08:00
Orion Reblitz-Richardson
68b0a6c1ba [CI][torch nightlies] Use main Dockerfile with flags for nightly torch tests (#30443) 
Signed-off-by: Orion Reblitz-Richardson <orionr@meta.com>
Signed-off-by: Orion Reblitz-Richardson <orionr@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2026-01-23 10:22:56 -08:00
Harry Huang
5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2026-01-23 09:56:48 -08:00
Matteo Fari
fec9da0af4 [Model] Enable LoRA support for internvl2 (#32397) 
Signed-off-by: Matteo Fari <matteofari06@gmail.com>
 2026-01-24 01:39:01 +08:00
Luka Govedič
bbbd696af9 [torch.compile][CI] Add back attn fusion on hopper/ada (#32940) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2026-01-23 16:49:20 +00:00
sangbumlikeagod
9b77bb790d [Frontend] add logprob, compression_rate to 'verbose_json' features (#31059) 
Signed-off-by: sangbumlikeagod <oironese@naver.com>
Signed-off-by: sangbumlikeagod <98077576+sangbumlikeagod@users.noreply.github.com>
 2026-01-23 16:35:13 +00:00
Matt
305e53ade8 [Hardware][AMD][CI][Bugfix] Fix Kernels Attention Cache test (#32904) 
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-23 16:24:26 +00:00
Mark McLoughlin
1cb4341fbc [ROCm][PD] Remove unused moriio connector proxy code (#32939) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-01-23 15:59:04 +00:00
baonudesifeizhai
1fb648bf10 [Bugfix] Fix FP8 MoE EP Weight Loading for ModelOpt Llama4 (#32886) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2026-01-23 10:31:48 -05:00
Nicolò Lucchesi
7e22309755 [Misc] Postpone torch_profiler deprecation (#32867) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-23 14:39:48 +00:00
Xin Yang
90c2007932 [Bugfix] Disable tma_aligned_scales in test_fusions_e2e (#32916) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-23 14:34:30 +00:00
Raushan Turganbay
d95d650762 [Bugfix] Fix getting vision features in Transformer Multimodal backend (#32933) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-01-23 13:34:48 +00:00
tianshu-Michael-yu
13d8746c54 [Feature]: Remove DtoH Copy for lfm2_vl On Default Stream (#32815) 
Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
 2026-01-23 13:20:30 +00:00
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