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f0d525171557e3fe74e8e6df52257f9d66831d3f
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4336 Commits

Author SHA1 Message Date
Robert Shaw
c78ee240b3 Revert "[PluggableLayer][1/N] Define PluggableLayer" (#32725) 2026-01-21 00:21:06 +00:00
Vasiliy Kuznetsov
d2389c1262 fp8 online quant: split out Fp8OnlineLinearMethod (#32189) 2026-01-20 18:13:22 -05:00
Lucas Wilkinson
2261340806 [Misc] Remove pad_for_cudagraphs from config (#30143) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-20 15:05:48 -05:00
dolpm
7c5dedc247 [AOT compilation] support torch.compile inductor artifacts in VllmCompiledFunction (#25205) 
Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>
 2026-01-20 19:45:59 +00:00
Rahul Tuli
f0feb1cf81 Test: added acceptance length tests (#32030) 
Signed-off-by: rahul-tuli <rtuli@redhat.com>
 2026-01-20 18:55:15 +00:00
whx
4ca62a0dbd [PluggableLayer][1/N] Define PluggableLayer (#32331) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2026-01-20 16:19:21 +00:00
linhaifeng
7901109ea5 [Bugfix] Fix Off-by-one error in _num_tokens_to_min_blocks calculation (#32603) 
Signed-off-by: linhaifeng <1371675203@qq.com>
 2026-01-20 11:13:39 -05:00
杨朱 · Kiki
bb9172030e [Metrics] Complete removal of deprecated vllm:time_per_output_token_seconds metric (#32661) 
This PR completes the removal of the deprecated vllm:time_per_output_token_seconds
metric that was deprecated in v0.11, hidden in v0.12, scheduled for removal in v0.13,
but delayed until v0.15.

Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
 2026-01-20 12:28:41 +00:00
Walter Beller-Morales
8be263c3fb [Core] Cleanup shm based object store on engine shutdown (#32429) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-01-20 08:53:37 +00:00
vllmellm
148117ea2e [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-20 14:48:20 +08:00
Jackmin801
12dab78f49 [Feat] allow inplace loading lora (#31326) 
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-20 10:15:20 +08:00
Tomas Ruiz
4a5299c93f feat: spec decode with draft models (#24322) 
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
 2026-01-19 16:05:46 -05:00
jiahanc
7350331718 [BugFix] Fix TRT-LLM NVFP4 DP/EP (#32349) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-19 14:32:24 -05:00
Yanan Cao
9d1e611f0e [CI] Add Helion as an optional dependency (#32482) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-01-19 19:09:56 +00:00
Vadim Gimpelson
0727cc9ecf [BUGFIX] Fix test_mla_backends.py. Scale MLA projection weights to prevent numerical instability (#32529) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-01-19 13:49:29 -05:00
danisereb
aa7f37ccfa Add support for LoRA adapters in Nemotron-H models (#30802) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-01-19 22:30:44 +08:00
wang.yuqi
c88860d759 [Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-19 14:07:46 +00:00
Nicolò Lucchesi
74c583bc50 [Core] Whisper support torch.compile (#30385) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-19 10:02:31 +00:00
Andreas Karatzas
c0a350ca73 [ROCm][CI] Add ROCm attention backend support for EAGLE DP tests (#32363) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-19 09:57:54 +00:00
Yuxuan Zhang
71832ba71e [GLM-4.7] GLM Model support for GLM-Lite (#31386) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Yuxuan Zhang <2448370773@qq.com>
 2026-01-19 01:18:38 -08:00
Matt
11bbf86f6a [CI][Hardware][AMD] Fix test_rotary_embedding_mla_cache_fused (#32408) 
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-19 08:25:47 +00:00
Hyunkyun Moon
3c8740aacb [Frontend] Add render endpoints for prompt preprocessing (#32473) 
Signed-off-by: HyunKyun Moon <mhg5303@gmail.com>
Signed-off-by: Hyunkyun Moon <mhg5303@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-19 12:21:46 +08:00
Alex Brooks
7518a3dc65 [CI/Build] Use Common Event Map Fixture in Harmony / MCP Server Tests (#32531) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2026-01-19 04:05:51 +00:00
bnellnm
327a02d8db [MoE Refactor] Separate Router into OO Classes (#30623) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-18 11:40:49 -05:00
Li Xie
c826c72a96 [Model] Support Step1 Model (#32511) 
Signed-off-by: xieli <xieli@stepfun.com>
 2026-01-18 10:20:46 +00:00
Isotr0py
8cc26acd8b [Performance] Improve Triton prefill attention kernel's performance (#32403) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-17 20:19:59 -08:00
Robert Shaw
4a6af8813f [MoE Refactor] Move Test Impl into Test Dirs (#32129) 
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2026-01-18 12:16:59 +08:00
vanshil shah
037a6487af apply _validate_input to MistralTokenizer token-id chat prompts (#32448) 
Signed-off-by: Vanshil Shah <vanshilshah@gmail.com>
 2026-01-17 03:23:45 +00:00
Hashem Hashemi
7a1030431a Atomics Reduce Counting Optimization for SplitK Skinny GEMMs. (#29843) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-01-16 11:45:04 -06:00
rasmith
6ca4f400d8 [CI][AMD] Skip test_permute_cols since the kernel is not used and not built for ROCm (#32444) 
Signed-off-by: Randall Smith <ransmith@amd.com>
 2026-01-16 16:22:53 +08:00
Micah Williamson
b84c426a8c [ROCm][CI] Skip Qwen3-30B-A3B-MXFP4A16 Eval Test On Non-CUDA Platforms (#32460) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-01-16 00:17:44 -08:00
Lucas Wilkinson
14ce524249 [CI] Breakup h200 tests (#30499) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-16 06:23:22 +00:00
wang.yuqi
4ae77dfd42 [Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-16 06:17:04 +00:00
cjackal
35bf5d08e8 [bugfix] Fix online serving crash when text type response_format is received (#26822) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
Co-authored-by: j0shuajun <59368606+j0shuajun@users.noreply.github.com>
 2026-01-16 12:23:54 +08:00
ltd0924
709502558c [Model] Add Step3vl 10b (#32329) 
Signed-off-by: luotingdan <luotingdan@stepfun.com>
Signed-off-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-01-15 19:04:16 -08:00
Micah Williamson
46f8a982b1 [ROCm][CI] Enable AITER Unified Attention On ROCm For gpt-oss Test (#32431) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-01-16 00:55:57 +00:00
TomerBN-Nvidia
c277fbdf31 [Feat] Support non-gated MoE with Marlin, NVFP4 CUTLASS, FP8, INT8, compressed-tensors (#32257) 
Signed-off-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@ipp1-1429.ipp1a1.colossus.nvidia.com>
 2026-01-15 16:15:05 -08:00
Yongye Zhu
31c29257c8 [MoE Refactor][17/N] Apply Refactor to Bf16 (#31827) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-01-15 12:53:40 -08:00
Michael Goin
1be5a73571 [UX] Use kv_offloading_backend=native by default (#32421) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-15 18:55:11 +00:00
Wentao Ye
b34474bf2c [Feature] Support async scheduling + PP (#32359) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-15 12:06:23 -05:00
Dipika Sikka
361dfdc9d8 [Quant] Support MXFP4 W4A16 for compressed-tensors MoE models (#32285) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-15 07:25:55 -08:00
Cyrus Leung
28459785ff [3/N] Group together media-related code (#32406) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-15 11:52:12 +00:00
rasmith
8853a50af2 [CI][BugFix][AMD][FP8] Fix test_rms_norm so it runs correctly on ROCm (#32372) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2026-01-15 19:05:54 +08:00
Chauncey
707b44cc28 [Refactor] [11/N] to simplify the mcp architecture (#32396) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-15 18:49:31 +08:00
Cyrus Leung
cbbae38f93 [2/N] Move cache factories to MM registry (#32382) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-15 01:02:30 -08:00
dtc
1e584823f8 [Bugfix] Strengthen the check of X-data-parallel-rank in Hybrid LB mode (#32314) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
 2026-01-15 16:31:16 +08:00
Chauncey
4c1c501a7e [Refactor] [10/N] to simplify the vLLM openai completion serving architecture (#32369) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-15 07:41:34 +00:00
rasmith
3c2685645e [CI][AMD][Quantization][BugFix] Fix fp8 max in quant_utils.py and update test_fp8_quant.::test_static_fp8_quant_group_2d to use correct fp8 dtype and adjust atol/rtol (#32201) 
Signed-off-by: Randall Smith <ransmith@amd.com>
 2026-01-15 05:04:34 +00:00
Micah Williamson
773d7073ae [ROCm][CI] Disable async scheduling on ROCm for test_structured_output[meta-llama/Meta-Llama-3.1-8B-Instruct-xgrammar-auto-speculative_config9] (#32355) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-01-15 04:53:43 +00:00
Ryan Rock
15422ed3f7 [CI/Build][Hardware][AMD] Fix v1/shutdown (#31997) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2026-01-15 04:01:42 +00:00