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Author SHA1 Message Date
Russell Bryant
37d0a00b16 [CI] Skip lm-format-enforcer test cases 
These test cases have been flaky in CI since they were introduced as
part of #22740. We need to stabilize them before we can turn the tests
back on for CI purposes.

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-10-10 19:14:25 +00:00
Vadim Gimpelson
e94cfd51da
[BUG] Qwen3-next MTP. Fix attn metadata build bug (#26564) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-10-10 14:59:03 -04:00
Harry Mellor
7c12763b24
Fix some typing issues found by mypy==1.18.2 (#26596) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-10 18:21:25 +00:00
Will Eaton
3b780a4bbb
Update CUDA architecture list in build pipeline for 12.9.1 wheels (#26592) 
Signed-off-by: Will Eaton <wseaton@users.noreply.github.com>
 2025-10-10 11:15:27 -07:00
Harry Mellor
30f78af147
Update pre-commit hook versions (#26591) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-10 17:03:44 +00:00
Xiong Wang
19a9b169bf
Add Qwen3-Omni moe thinker (#25550) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Xiong Wang <feizi.wx@alibaba-inc.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-10 17:00:56 +00:00
Roberto L. Castro
96ad65b7fe
[Transform] [Quantization] Add QuTLASS support to vLLM (#24440) 
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-10 09:43:40 -07:00
Shane A
8d2b8c0ff2
[Model] Add FlexOlmo model implementation (#24923) 
Signed-off-by: Shane A <shanea@allenai.org>
 2025-10-10 09:43:15 -07:00
Lukas Geiger
b2155ed317
[Model][Qwen3VL] Compute cu_seqlens on CPU to remove (#26496) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-10 09:42:17 -07:00
Chauncey
910abdbd08
[Bugfix] fixed top_logprobs: -1 does not appear to work as intended (#26470) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-11 00:41:17 +08:00
baonudesifeizhai
cddce79fda
[torch.compile] Make inductor partition rules respect splitting_ops #25691 (#25845) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-10 16:35:28 +00:00
Mark McLoughlin
e519281920
[Metrics] Add test for multi-modal cache stats logging (#26588) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-10 16:00:50 +00:00
Elvir Crnčević
7b03584de8
Silu v2 (#25074) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
 2025-10-10 15:19:53 +00:00
Sage Moore
ae9d0e7da5
[Bugfix] Make DP padding optional in coordinate_batch_across_dp (#26375) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-10-10 10:53:33 -04:00
Daniel Cámpora
0e67102d93
Added test_top_k_per_row to test-pipeline.yaml. (#26569) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-10 10:48:33 -04:00
Jason Li
f4ba2061cf
[BugFix][torch.compile] Fix fused_scaled_matmul_reduce_scatter signature for PyTorch 2.8 (#26038) 
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Signed-off-by: <>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-10 07:42:13 -07:00
Chauncey
1e6848a65d
[CI] fix test_run_batch.py::test_completions - AssertionError (#26578) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-10 22:16:28 +08:00
Andy Lo
67661375fa
[BugFix] Fix noop elimination edge case (#26394) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2025-10-10 13:33:04 +00:00
Lucas Kabela
213b64452a
[Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-10-10 13:32:29 +00:00
Mark McLoughlin
784c231151
[NIXL] Ignore abort on already-finished request (#25067) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-10 12:21:56 +02:00
Chen Zhang
606b00e80f
[bugfix][DCP] fix block_size of hash in DCP prefix caching (#26296) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-10 03:02:49 -07:00
Chauncey
720d3cd0f0
[CI] fix ruff format (#26579) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-10 03:02:12 -07:00
Ashwin Phadke
ab196edefb
Remove LoRA bias support (#25807) 
Signed-off-by: Ashwin Phadke <ashwinphadke12@rediffmail.com>
Signed-off-by: Ashwin Phadke <23502062+ashwin-phadke@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-10 09:50:33 +00:00
Luis Tomas Bolivar
3ee202ea1e
[GPT-OSS] Add support for arrays at tool message content (#25593) 
Signed-off-by: Luis Tomas Bolivar <ltomasbo@redhat.com>
 2025-10-10 09:00:45 +00:00
Cyrus Leung
ad430a67ca
[Metrics] Log multi-modal cache stats and fix reset (#26285) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-10 01:45:55 -07:00
Chen Zhang
6f0f570c43
[deepseek] kernel block size for UniformTypeKVCacheSpecs (#26559) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-10 16:40:41 +08:00
Boyuan Feng
b545a0b207
fix test_simple_inductor_graph_partition (#26522) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-10 06:39:19 +00:00
Lucas Wilkinson
29255cfc3b
[Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-10-10 01:20:31 -04:00
Ben Browning
da4455609d
[Chore]: One pythonic tool parser test uses the wrong parser (#26515) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2025-10-10 04:03:55 +00:00
Nick Hill
aafb99a4d4
[Core] Small simplification in GPUModelRunner._update_states() (#26508) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-10 10:53:58 +08:00
Rui Qiao
757fa4a4da
[DP][ray] Support different VLLM_RAY_DP_PACK_STRATEGY (#23849) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-10-09 19:53:43 -07:00
Julien Denize
c6187f55f7
Refactor MistralTokenizer (#26358) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
 2025-10-09 22:48:58 +00:00
Wentao Ye
8983e0216f
[CI] Fix Pre-commit Issue Cannot determine type of "rank" and "world_size" (#26448) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-09 15:16:48 -07:00
Wentao Ye
1ee35382cb
[Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-09 15:13:27 -07:00
Benjamin Chislett
6e783bc54b
[Bugfix] Fix CUDA graph selection bug in FlashInfer at high concurrency (#26499) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-09 17:12:34 -04:00
Michael Goin
c9d33c60dc
[UX] Add FlashInfer as default CUDA dependency (#26443) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-09 14:10:02 -07:00
Nick Hill
2e54db4d2b
[Core] Remove unused prev_sampled_token_ids_invalid_indices input batch field (#26514) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-09 20:22:14 +00:00
elvischenv
44f633dba1
[Flashinfer][gpt-oss] Support FP8-qkv Flashinfer TRTLLM Sinks Attention (#25674) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-10-09 16:13:39 -04:00
bnellnm
a462331e36
[Bugfix] Disable moe inplace for torch >= 2.9 (#26497) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-09 18:07:38 +00:00
roikoren755
4069db3f2e
[Bugfix] Enable padded FP4 quantization (#25947) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2025-10-09 10:59:41 -07:00
Sage Moore
0d37450eb7
[BUGFIX] Add cu_tokens_across_sp to DPMetadata (#26457) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-10-09 17:13:56 +00:00
bnellnm
47e66c24e2 [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-09 11:31:04 -04:00
Ming Yang
3b736e1c38
[Attention][DCP] Support DCP with query length > 1 (MTP) with FA3 (#25049) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-10-09 08:06:29 -07:00
Lukas Geiger
2c1c7dfb35
[Models][Qwen] Replace pad with cat for better performance (#26486) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-09 14:51:26 +00:00
Harry Mellor
e246ad6f0c
Upgrade Pydantic to v2.12.0 and remove hack for Python 3.13 (#26481) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-09 06:02:40 -07:00
Jiangyun Zhu
5728da11ea
Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-09 05:43:55 -07:00
Simon Danielsson
92be3f3517
[Feature] Use pydantic validation in parallel.py config (#26417) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-09 12:41:31 +00:00
Isotr0py
d1ddf340c8
[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-09 10:52:27 +00:00
Wenzheng Bi
ec10fd0abc
[Bugfix] Move current_platform import to avoid python import cache. (#16601) 
Signed-off-by: iwzbi <wzbi@zju.edu.cn>
 2025-10-09 10:46:19 +00:00
Lukas Geiger
0426e3c5e1
[Models][Qwen3VL] Optimise _validate_and_reshape_mm_tensor (#26426) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-09 10:25:48 +00:00