c068db0e1d
[Bugfix][Compile] Replace Transformers AOT caching with graph caching ( #58918 )
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Signed-off-by: fangyao fan <2281693949@qq.com >
Signed-off-by: Taimys <ffy2281693949@gmail.com >
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2026-10-13 19:17:29 +00:00
de8291e24f
[Core] Add lifecycle hooks for worker extensions ( #59463 )
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Signed-off-by: Dakai An <dakaian108@gmail.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-10-13 21:51:05 +08:00
2cc2e68d1c
[Core][Mamba] Remove leftovers of mamba_cache_mode="all" ( #60043 )
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
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2026-10-13 00:58:59 -07:00
Fangzhou Ai and Claude Opus 5.5
cc2a6eea1a
[ROCm][Perf][DSv4.1] Mono decode on every backbone layer ( #61082 )
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Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-13 10:16:50 +08:00
Maroon Ayoub and Claude
d6aca837c3
[Attention] Make the sparse MLA prefill workspace size configurable ( #61023 )
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Signed-off-by: Maroon Ayoub <mayoub@redhat.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-12 14:56:51 -04:00
Woosuk Kwon and Claude Opus 5.5
e1a5086256
[Attention] Remove cascade attention ( #61126 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-12 10:41:07 -07:00
Harry Huang and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
c75cb63cd2
[Qwen4Exp] support Sequence Parallelism for Qwen3.8-Flash-Next ( #56322 )
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Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-12 20:56:44 +08:00
Tianyu Guo
258b97ff6b
[Bugfix][EC Connector] Size transfers by measured encoder output widths ( #57904 )
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Signed-off-by: Tianyu Guo <guoty@inferact.ai >
2026-10-12 12:32:39 +00:00
Canlin Guo and Claude Opus 5.5
fe4df3df0e
[Bugfix][GLM-5.3-Flash] Restore MTP index sharing across draft iterations ( #61079 )
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Signed-off-by: Canlin <canlinguosdu@gmail.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-12 05:41:52 +00:00
aoshen02 and Codex
239a3fa3a8
[Sleep] Retain draft-private weights with existing parameter selector ( #61046 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: Codex <noreply@openai.com >
2026-10-11 23:30:56 +08:00
SeongJun Lee and lesj0610
a98247ab4d
[Model] Drop the 4x M-RoPE cache headroom for Qwen3-VL, Qwen3.5 and Qwen3.8 ( #59853 )
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Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com >
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2026-10-10 06:51:52 +00:00
Nick Hill
7d0b4e57aa
[ROCm] Remove MRV1 model exceptions ( #56360 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-10-10 05:09:19 +00:00
Wei Zhao and Codex
03a7d3776f
[Perf] Support minimum KV splits configuration for TokenSpeed MLA decode ( #60345 )
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Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com >
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
2026-10-09 23:33:47 +00:00
04b02fc8a5
[Core] shm tensor arena for efficient cpu->gpu worker broadcast ( #51207 )
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Signed-off-by: Bolin Sun <bolins@nvidia.com >
Signed-off-by: <bolins@nvidia.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-10-09 16:13:24 -07:00
04462732a4
[Bugfix] Reject max_num_scheduled_tokens=0 at config time instead of hanging ( #60714 )
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
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2026-10-09 19:15:10 +00:00
Mikko Tukiainen and Cursor
81c993658e
[ROCm][Perf] Fuse main QK-norm/RoPE/gate and KV-cache write into the AMD QSA prepare launch ( #59732 )
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Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-10-09 21:14:49 +08:00
a6f43e57d6
[ROCm] Enable the cuMem CUDA-graph pool offload on ROCm ( #59523 )
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2026-10-09 08:29:55 +00:00
d8fa463e2b
[Bugfix][Prefix caching] Fix inconsistent hybrid Mamba prefix cache boundaries ( #60533 )
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Signed-off-by: Wei Zhao <weizha@aws-cmh-slurm-1-login-01.cm.cluster >
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com >
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2026-10-08 18:33:48 +00:00
e41d5d5543
[Bugfix] Don't warn about missing watermark config for default requests ( #60412 )
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Signed-off-by: Simon Veitner <sveitner@redhat.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
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2026-10-08 15:29:20 +00:00
Woosuk Kwon
194bd72be7
[Compile] Remove torch.compile-based sequence parallelism and AsyncTP ( #60517 )
2026-10-08 08:28:23 -07:00
Harry Mellor and Claude Opus 5.5
21d9758459
Remove Python 3.10 support now that it is EOL ( #60402 )
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Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-08 02:30:52 -07:00
ARAVINDHAN T and linitra24
e58f8dde7f
[Bugfix] Use FusedMoEWithLoRA for shared MoE LoRAs on 3D models ( #60098 )
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Signed-off-by: ARAVINDHAN T <arvindhant01@gmail.com >
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io >
2026-10-08 15:04:32 +08:00
f38c6778ce
[quantization] Add per-token NVFP4 quantization MoE support for ReLU2 ( #56740 )
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Signed-off-by: Xuanteng Huang <xuantengh@nvidia.com >
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com >
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2026-10-07 22:01:09 +00:00
b9767299db
[Bugfix] Respect Inductor deterministic mode in combo-kernel defaults ( #59074 )
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Signed-off-by: cheesecake <farzanaman99@gmail.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-07 20:08:11 +01:00
Micah Williamson and Fangzhou Ai
f6e3944e31
[ROCm][DSv4] AITER MegaMoEV2 Integration For DeepSeek V4 ( #59685 )
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Signed-off-by: Micah Williamson <micah.williamson@amd.com >
Co-authored-by: Fangzhou Ai <31551580+Fangzhou-Ai@users.noreply.github.com >
2026-10-07 09:35:53 -05:00
aditi-amd
385d86a6cf
[Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256) ( #57057 )
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Signed-off-by: Aditi Rana <aditi.rana@amd.com >
2026-10-06 20:42:52 +00:00
819852df6b
[ModelRunner V2] Speculative Decoding NGram GPU Implementations ( #40704 )
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Signed-off-by: PatchouliTaisa <patchychen@tencent.com >
Signed-off-by: PatchouliTaisa <pyramkar@gmail.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Signed-off-by: Xuanan Chen <xuananchenc@nvidia.com >
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2026-10-06 13:32:59 -07:00
Nishant Revur and Claude
ad0f67a7ec
[Bugfix][Spec Decode] Keep heterogeneous-vocab draft models on Model Runner V1 ( #59541 )
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Signed-off-by: Nishant Revur <kumrfni@amazon.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-10-06 18:03:44 +00:00
SeongJun Lee
4ea0c28bc4
[Bugfix] Warn only on per-request do_normalize/do_rescale overrides ( #60240 )
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Signed-off-by: lesj0610 <lesj0610@gmail.com >
2026-10-06 15:55:27 +00:00
edfccc9469
[ROCM][Perf] Add ROCM_SEGMENTED_ATTN attention-backend works across RDNA3/3.5/4 ( #59132 )
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Signed-off-by: root <jeffaw99@hotmail.com >
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com >
Co-authored-by: Tan Pin Siang <1716735+tanpinsiang@users.noreply.github.com >
Co-authored-by: vllmellm <190700713+vllmellm@users.noreply.github.com >
Co-authored-by: Codex <noreply@openai.com >
2026-10-06 07:53:47 +00:00
czhu-cohere and aoshen02
6fddc9b21e
[Profiler] Add per-session profiling controls to Python and Rust frontends ( #57875 )
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Signed-off-by: czhu <conway.zhu@cohere.com >
Signed-off-by: Conway Zhu <conway.zhu@cohere.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-10-06 05:21:19 +00:00
eb2901b735
[Perf][DSv4.1] Run decoder replay layers in CUDA graphs and trim in PIECEWISE graphs ( #59532 )
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Signed-off-by: Juntian Liu <Juntianl777@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-05 22:11:45 -07:00
Raphaël Rialland and Simon Veitner
c32495d58f
[watermark] compatibility validation ( #56801 )
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Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai >
Signed-off-by: Simon Veitner <sveitner@redhat.com >
Co-authored-by: Simon Veitner <sveitner@redhat.com >
2026-10-05 14:37:13 -04:00
877ddcc456
[Bugfix][Spec Decode] Reserve the bonus KV slot for fill-in DSpark ( #59105 )
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Signed-off-by: Evgeny Savinov <notime.sea@gmail.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: Tomas Ruiz <tomas.ruiz.te@gmail.com >
2026-10-05 17:35:51 +00:00
Matthew Bonanni and Claude Opus 5.5
54d93af9fb
[Bugfix][HiSparse] Reject cudagraph_mode=FULL at startup ( #59688 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-05 12:42:27 -04:00
Jee Jee Li
e3af5bf3ce
[LoRA] Code cleanup ( #60017 )
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Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai >
2026-10-05 09:15:53 +00:00
34051ad714
feat: Add video support for the Transformers backend ( #57441 )
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pre-commit / pre-run-check (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Signed-off-by: Harshal Janjani <harshaljanjani@gmail.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-10-05 00:51:15 -07:00
aoshen02 and Claude Opus 5.5
5e56e9af2a
[Feature] Release the CUDA graph pool on sleep ( #59160 )
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Signed-off-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-04 01:13:10 +00:00
Harry Mellor
9e0b6fcf77
[CI] Bump Transformers version to 5.18.0 ( #59621 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-10-04 00:42:35 +00:00
Markus Hartikainen
b0e21b3083
[ROCm][Kimi-K3] Add opt-in gfx942 MXFP4-to-int4 conversion ( #51274 )
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Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com >
Signed-off-by: Hartikainen <mahartik@amd.com >
2026-10-03 14:28:02 +08:00
DOCCA0 and Robert Shaw
7dfe3338d5
[EPLB] Add contention-aware expert migration batching ( #52641 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
2026-10-03 00:13:50 +00:00
Julien Debache
111f71a6db
[feat] FlashInfer CuteDSL MegaMoE integration ( #54049 )
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Signed-off-by: jdebache <jdebache@nvidia.com >
2026-10-02 15:43:33 -04:00
Wentao Ye
f700178f90
[Refactor] Remove dead env and config ( #59781 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-10-02 18:07:20 +00:00
Stefano Castagnetta and Claude Opus 5
f0b4b36890
[Bugfix][Quantization] Detect NVFP4 in ModelOpt mixed-precision checkpoints ( #56050 )
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Co-authored-by: Claude Opus 5 <noreply@anthropic.com >
2026-10-02 12:30:22 +00:00
Simon Danielsson and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
98b29aa99a
[ROCm][Perf][GLM-5.3-Flash] Add AITER topk backend for decodes ( #58167 )
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Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-02 11:47:41 +01:00
Qiu Chunshuo and Lucas Wilkinson
8486f1ebfe
[Perf][PCP] Shard decode requests across PCP ranks ( #52162 )
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Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
2026-10-01 23:50:13 -04:00
Flora Feng
785b990116
[Distributed] Enable custom all-reduce under VLLM_BATCH_INVARIANT ( #58623 )
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Signed-off-by: sfeng33 <4florafeng@gmail.com >
2026-10-02 02:25:48 +00:00
Harry Mellor and Claude Opus 5
e3cae8d2ac
[Model] Use upstream GLM-5.3 and Qwen4-Exp configs and processor ( #57387 )
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Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-10-02 02:25:18 +00:00
hcl and Harry Mellor
e35082e7b6
[Bugfix][CLI] Include inherited field docstrings in get_attr_docs ( #49821 )
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Signed-off-by: Chenglun Hu <chenglunhu@gmail.com >
Signed-off-by: hclsys <chenglunhu@gmail.com >
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2026-10-01 23:35:58 +00:00
e9be5323f0
[Perf] Integrate flash-maxsim Triton kernels for late-interaction scoring ( #40337 )
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Co-authored-by: roi.pony <roi.pony@ibm.com >
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
2026-10-01 14:06:43 -04:00
