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Author SHA1 Message Date
Yakine Tahtah
4e67a8f616 [Bugfix] Fix GLM-4 MoE router logits dtype for data parallel chunking (#31055) 
Signed-off-by: ReinforcedKnowledge <reinforced.knowledge@gmail.com>
 2026-01-06 17:57:56 +00:00
Masataro Asai
142c4d1738 make 500: InternalServerError more informative (#20610) 
Signed-off-by: Masataro Asai <guicho2.71828@gmail.com>
 2026-01-06 17:36:24 +00:00
Ning Xie
6f5e653383 [Log] add log about gpu worker init snapshot and requested memory (#29493) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-01-06 17:32:55 +00:00
Vadim Gimpelson
22dffca982 [PERF] Speed-up of GDN attention decode part (Qwen3-Next) (#31722) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-01-06 17:32:46 +00:00
Lucas Wilkinson
4c73be14e0 [Attention][2/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31774) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-01-06 17:32:14 +00:00
Jinzhen Lin
2f4bdee61e [Quantization][MoE] remove unused ep logic from moe marlin (#31571) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-06 09:07:19 -08:00
roikoren755
28c94770ad [NemotronH] Use ReplicatedLinear for fc1_latent_proj (#31807) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-01-06 16:00:40 +00:00
Robert Shaw
af8fd73051 [MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-06 15:47:04 +00:00
Robert Shaw
d3e477c013 [MoE Refactor] Add Temporary Integration Tests - H100/B200 (#31759) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-06 10:34:17 -05:00
Isotr0py
02809af1e7 [Bugfix]: Fix cross attention backend selection for Turing GPU (#31806) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 23:15:56 +08:00
Jee Jee Li
cbd4690a03 [LoRA]Disable linear LoRA kernel PDL (#31777) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-06 23:12:25 +08:00
wang.yuqi
96860af655 [Model] rename use_pad_token to use_sep_token (#31784) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-06 14:16:04 +00:00
Chauncey
0202971a48 [Frontend] Support GLM-4.5 / GLM-4.7 with enable_thinking: false (#31788) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-06 13:53:21 +00:00
Jzz1943
2c1a4f2488 [Bugfix]: avoid overriding audio/text kwargs (Qwen3-Omni) (#31790) 
Signed-off-by: Zhongze Jiang <jiangzhongze.jzz@ant-intl.com>
 2026-01-06 12:59:17 +00:00
Cyrus Leung
6444824873 [Misc] Implement TokenizerLike.convert_tokens_to_ids (#31796) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-06 12:08:22 +00:00
kzwrime
bf0f3a4638 [Bugfix] Fix torch.compile error for DP + MoE on CPU Backend (#31650) 
Signed-off-by: kunzh <zhikun.wu@outlook.com>
 2026-01-06 12:06:20 +00:00
Lucas Wilkinson
e0327c9db2 [Attention][1/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31773) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-06 04:05:17 -08:00
Cyrus Leung
14df02b4e1 [Chore] Cleanup mem_utils.py (#31793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-06 19:55:59 +08:00
BlankR
6ebb66ccea [Doc] Fix format of multimodal_inputs.md (#31800) 
Signed-off-by: BlankR <hjyblanche@gmail.com>
 2026-01-06 03:30:24 -08:00
wang.yuqi
43d384bab4 [CI] Increase the MTEB_EMBED_TOL threshold to 5e-4. (#31797) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-06 19:30:05 +08:00
Cyrus Leung
db318326a5 [Misc] Use deprecated for seed_everything (#31780) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-06 11:29:55 +00:00
Fadi Arafeh
799b5721f6 [cpu][bench] Add CPU paged attention benchmarks (#31720) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-06 10:57:57 +00:00
Cyrus Leung
97ca4c3b60 [Chore] Remove more V0 dead code from sequence.py (#31783) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-06 10:25:14 +00:00
Isotr0py
ee2e69d6cd [Bugfix][CI/Build] Fix failing pooling models test due to Triton kernel accuracy diff (#31776) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 00:44:22 -08:00
Isotr0py
7101e0851f [Models]: Use MMEncoderAttention for MoonViT (#31738) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: h100 <h100@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: h100 <h100@inferact.ai>
 2026-01-06 08:00:25 +00:00
vllmellm
e9717801bd [Bugfix][ROCm] Fix Unsupported attention metadata type for speculative decoding in eagle.py (#31714) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-06 07:53:22 +00:00
Cyrus Leung
da71d44410 [Doc] Show that use_audio_in_video is supported in docs (#30837) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-05 23:27:19 -08:00
Kevin McKay
1fb0209bbc [Bugfix][Hardware][AMD] Fix exception types in AITER MLA FP8 check (#31177) 
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-06 14:10:59 +08:00
Robert Shaw
81323ea221 [CI] Fix CPU MM PRocessor Test (#31764) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-06 04:22:18 +00:00
Michael Goin
e1cd7a5faf [Bugfix] Add init_workspace_manager to moe kernel benchmarks (#31042) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-05 19:14:33 -08:00
Michael Goin
a68e703c32 [UX] Add -ep shorthand for --enable-expert-parallel (#30890) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-05 19:13:36 -08:00
maang
cd1245a184 [Cleanup] Remove redundant decoder_layer_type assignment in Qwen2 (#31760) 
Signed-off-by: maang <maang_h@163.com>
 2026-01-05 18:09:18 -08:00
Wentao Ye
ffec815422 [Perf] Optimize additional fill(0) in cutlass moe, 2.9% E2E throughput improvement, 10.8% TTFT improvement (#31754) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-05 18:01:13 -08:00
maang
d386ab1412 [Docs] Improve malformed exception caused by backslash line continuations (#31694) 
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-05 17:51:54 -08:00
Michael Goin
ccb309a964 Revert "[CI Failure] Disable B200 tests while runner is broken" (#31750) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2026-01-05 17:26:33 -08:00
John Calderon
2f4e6548ef [Bugfix] vLLM produces invalid UTF-8 tokens and “�” (#28874) 
Signed-off-by: John Calderon <jcalderon@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-01-06 00:23:00 +00:00
Seiji Eicher
3c98c2d21b [CI/Build] Allow user to configure NVSHMEM version via ENV or command line (#30732) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-01-05 15:56:08 -08:00
Michael Goin
9513029898 [Bugfix] Properly apply v_scale for mimo_v2_flash (#31175) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-05 23:20:46 +00:00
Robert Shaw
f6c0009afa [Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-05 23:18:38 +00:00
Yongye Zhu
776ca1e187 [MoE Refactor] Aiter Experts for BF16 MoE (#31542) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-01-05 14:52:59 -08:00
Wentao Ye
af9a7ec255 [Bug] Revert torch warning fix (#31585) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-05 22:31:21 +00:00
Matthew Bonanni
276e03b92c [CI][DeepSeek] Add nightly DeepSeek R1 lm_eval tests on H200 (#30356) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-05 17:17:59 -05:00
Nick Hill
32f4e4db00 [Cleanup] Remove deprecated fields from CachedRequestData class (#31734) 
Signed-off-by: njhill <nickhill123@gmail.com>
 2026-01-05 21:07:14 +00:00
amitz-nv
ee21291825 [Model] Nemotron Parse 1.1 Support (#30864) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-05 13:00:14 -08:00
Qidong Su
af1b07b0c5 [docker] install cuda13 version of lmcache and nixl (#30913) 
Signed-off-by: Qidong Su <soodoshll@gmail.com>
 2026-01-05 12:50:39 -08:00
gnovack
c77a993cc2 pin lora_b moe weights on cpu (#31317) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2026-01-05 12:15:40 -08:00
Roberto L. Castro
fdcc5176be [BugFix] Fix architecture flags to prevent issues on SM103 (#31150) 
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
 2026-01-05 20:11:35 +00:00
Wang Kunpeng
5708297e4e [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) 
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
 2026-01-05 20:03:18 +00:00
baonudesifeizhai
02dbb933cb Fix GLM-4.6v flash tool calling in transformers 5.x (#31622) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2026-01-05 11:32:43 -08:00
Isotr0py
51e38a8e30 [Misc] Enable Paligemma's PrefixLM attention mask computation (#31725) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 03:31:49 +08:00