Commits · 2f35a022e648f83ea376ee7331deafaba36d7eac · OpenDAS / vllm_cscc · GitLab

04 Jul, 2025 2 commits

Enable V1 for Hybrid SSM/Attention Models (#20016) · 2f35a022

Thomas Parnell authored Jul 04, 2025


Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

2f35a022

[Misc] Add SPDX-FileCopyrightText (#20428) · 1caca5a5
Jee Jee Li authored Jul 04, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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1caca5a5

02 Jul, 2025 2 commits

[V1] LogitsProcessor programming model (#16728) · 48fb076c

afeldman-nm authored Jul 02, 2025


Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

48fb076c

[TPU] kv cache update kernel supports dynamic grid (#20235) · 7da296be
Chengji Yao authored Jul 01, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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7da296be

01 Jul, 2025 2 commits
- [Optimization] Cache sampled token ids in model runner (#20291) · 7f280d69
  Woosuk Kwon authored Jul 01, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  7f280d69
- [V1] Only print cudagraph tqdm on rank 0 with `is_global_first_rank` (#19516) · be250bbc
  Michael Goin authored Jul 01, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  be250bbc
30 Jun, 2025 3 commits
- [Optimization] Use Shared `CachedRequestData` Instance Across All Requests (#20232) · 2863befc
  Woosuk Kwon authored Jun 30, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  2863befc
- [Spec Decode] Refactor spec decoding into a separate function (#20238) · 2062c072
  Woosuk Kwon authored Jun 30, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  2062c072
- [Misc] Fix import (#20233) · 19108ef3
  Woosuk Kwon authored Jun 29, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  19108ef3
26 Jun, 2025 3 commits
- [Feature] Expert Parallelism Load Balancer (EPLB) (#18343) · e9fd658a
  Bowen Wang authored Jun 26, 2025
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Signed-off-by: Bowen Wang <abmfy@icloud.com>
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  e9fd658a
- [TPU] add kv cache update kernel (#19928) · 04e1642e
  Chengji Yao authored Jun 26, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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  04e1642e
- [Hardware][Intel GPU] Add v1 Intel GPU support with Flash attention backend. (#19560) · b69781f1
  Kunshang Ji authored Jun 27, 2025
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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  b69781f1
25 Jun, 2025 2 commits
- [TPU] Add TPU specific var VLLM_TPU_MOST_MODEL_LEN (#19919) · 2d7620c3
  Chenyaaang authored Jun 25, 2025
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Signed-off-by: Chenyaaang <chenyangli@google.com>
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  2d7620c3
- [TPU][Bugfix] fix kv cache padding (#20048) · 2cc20699
  Chengji Yao authored Jun 25, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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  2cc20699
24 Jun, 2025 2 commits
- [Bugfix][CPU] Fix InputBatch for pooling models in the CPU v1 (#20014) · 53da4cd3
  Li, Jiang authored Jun 24, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  53da4cd3
- [PERF] Speedup of MRoPE prepare inputs (#19939) · 9a3b8832
  Vadim Gimpelson authored Jun 24, 2025
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
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  9a3b8832
23 Jun, 2025 1 commit
- [Bugfix][v1] Fix step pooler implementation and step pooling usage in v1 (#19956) · 61f4fc5d
  Isotr0py authored Jun 24, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
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  61f4fc5d
20 Jun, 2025 1 commit
- Export NaNs in logits to scheduler_stats if output is corrupted (#18777) · 2e3e3c86
  Vlad Tiberiu Mihailescu authored Jun 20, 2025
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Signed-off-by: Vlad Mihailescu <vtmihailescu@gmail.com>
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  2e3e3c86
19 Jun, 2025 2 commits

Support embedding models in V1 (#16188) · 799397ee

Maximilien de Bayser authored Jun 19, 2025


Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>

799397ee

[BugFix] Fix use_cudagraph=False (#19612) · ed333497
Richard Zou authored Jun 18, 2025
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Signed-off-by: Richard Zou <zou3519@gmail.com>
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ed333497

18 Jun, 2025 2 commits
- [v1] Support mamba2 (#19327) · a89209b7
  Chen Zhang authored Jun 19, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  a89209b7
- [V1] Decouple GPU and TPU `InputBatch` (#19778) · 19a53b27
  afeldman-nm authored Jun 18, 2025
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Signed-off-by: Andrew Feldman <afeldman@redhat.com>
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  19a53b27
16 Jun, 2025 2 commits
- [V1] Change return type on get_multimodal_embeddings() (#19446) · 90f9c2eb
  Russell Bryant authored Jun 16, 2025
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
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  90f9c2eb
- [Bugfix] Fix TP inference for Flex attention backend (#19657) · 1173804d
  Isotr0py authored Jun 16, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
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  1173804d
13 Jun, 2025 3 commits
- [CUDA] Enable full cudagraph for FlashMLA (#18581) · 3597b06a
  Luka Govedič authored Jun 13, 2025
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Signed-off-by: luka <luka@neuralmagic.com>
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  3597b06a
- [Fix] The zip function in Python 3.9 does not have the strict argument (#19549) · cefdb996
  汪志鹏 authored Jun 13, 2025
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Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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  cefdb996
- [CPU] Refine default config for the CPU backend (#19539) · 64587211
  Li, Jiang authored Jun 13, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  64587211
12 Jun, 2025 1 commit
- [V1] Resolve failed concurrent structured output requests (#19565) · c57bb199
  Russell Bryant authored Jun 12, 2025
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
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  c57bb199
11 Jun, 2025 1 commit
- [UX] Add Feedback During CUDAGraph Capture (#19501) · 97a9465b
  Robert Shaw authored Jun 11, 2025
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
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  97a9465b
10 Jun, 2025 5 commits
- Automatically bind CPU OMP Threads of a rank to CPU ids of a NUMA node. (#17930) · 9368cc90
  Louie Tsai authored Jun 09, 2025
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Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Co-authored-by: Li, Jiang <bigpyj64@gmail.com>
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  9368cc90
- [Core] Batch multi modal input using pinned memory (#19169) · 319cb1e3
  Lukas Geiger authored Jun 10, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  319cb1e3
- [Core] Use tuple for kv cache group block ids (#19175) · 646d62f6
  Nick Hill authored Jun 09, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  646d62f6
- Use xla flag to improve the quantized model performance (#19303) · 9af6d22e
  XiongfeiWei authored Jun 09, 2025
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
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  9af6d22e
- [V1] Reuse V0's memory_profiling util for gpu worker memory profiling (#19312) · cc867be1
  Ye (Charlotte) Qi authored Jun 09, 2025
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Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
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  cc867be1
09 Jun, 2025 2 commits
- [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298) · 5cf2daea
  Varun Sundar Rabindranath authored Jun 09, 2025
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Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
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  5cf2daea
- [full_graph] Fix query_start_loc padding (#19321) · 770e5dcd
  Yinghai Lu authored Jun 09, 2025
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Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai>
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  770e5dcd
07 Jun, 2025 1 commit
- [BugFix][V1] Fix memory profiling bug (#18974) · 2d8476e4
  Luka Govedič authored Jun 07, 2025
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Signed-off-by: luka <luka@neuralmagic.com>
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  2d8476e4
06 Jun, 2025 3 commits
- [BugFix] Fix tpu_model_runner block_id concatenation (#19228) · 46ecc579
  Nick Hill authored Jun 06, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  46ecc579
- [TPU] fix kv cache dtype in model runner (#19244) · 0d49483e
  Chengji Yao authored Jun 06, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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  0d49483e
- [TPU] update torch_xla pin (#19231) · b61dc5f9
  Chengji Yao authored Jun 05, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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  b61dc5f9