Commits · d3d649efec8161b62e8db576f8d1d02a77d22897 · OpenDAS / vllm_cscc

04 Oct, 2025 8 commits

Support expert parallel in Transformers backend (#26162) · d3d649ef

Harry Mellor authored Oct 04, 2025


Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

d3d649ef

[V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) · ea507c3a

Stan Wozniak authored Oct 04, 2025


Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>

ea507c3a

[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and... · 9705fba7

Fadi Arafeh authored Oct 04, 2025


[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and weight prepack (#25948)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>

9705fba7

Add batch invariant kernel override for FlashInfer backend [2/n] (#25769) · 2f7dbc9b

Bram Wasti authored Oct 03, 2025


Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

2f7dbc9b

[BugFix] Use async Mistral Tokenizer in Chat Completions (#26134) · ea25a76c
Ben Browning authored Oct 03, 2025
```
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
ea25a76c
[Bugfix] Fix qwen3 vl dummy data generation with overrides (#26193) · 67bc0c00
Roger Wang authored Oct 03, 2025
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Signed-off-by: Roger Wang <hey@rogerw.io>
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67bc0c00
Fix issue of using only the part of video frame [Nemotron Nano] (#26186) · 5a05f266
Eugene Khvedchenya authored Oct 04, 2025
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Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
```
5a05f266

[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488) · 7ef40bb9

Varun Sundar Rabindranath authored Oct 03, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

7ef40bb9

03 Oct, 2025 32 commits
- [CI] Fix Pre-commit Mypy Error (#26181) · 767cbb01
  Wentao Ye authored Oct 03, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  767cbb01
- [BugFix] Fix de-functionalization pass for rotary_embedding (#23953) · 7cfa4b24
  Angela Yi authored Oct 03, 2025
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Signed-off-by: angelayi <yiangela7@gmail.com>
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  7cfa4b24
- [Misc] Add penalties sampling parameters to serve tool (#25974) · b71fcd49
  Sergei Skvortsov authored Oct 03, 2025
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Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
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  b71fcd49
- [CI] Push multiarch manifests as nightly builds (#25764) · 75003f34
  Sahithi Chigurupati authored Oct 03, 2025
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Signed-off-by: Sahithi Chigurupati <chigurupati.sahithi@gmail.com>
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  75003f34
- [Bugfix] Relax tokenizer regex for mixtral to include 'tokenizer.model' (#25964) · 78b8015a
  Bowen Bao authored Oct 03, 2025
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Signed-off-by: Bowen Bao <bowenbao@amd.com>
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  78b8015a
- [responsesAPI] add better error messaging for long prompts (#25724) · 831b1241
  Andrew Xia authored Oct 03, 2025
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Signed-off-by: Andrew Xia <axia@meta.com>
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
```
  831b1241
- [Refactor] Optimize FP8 MOE Backend Choice and Log (#26044) · c1ffcb55
  Wentao Ye authored Oct 03, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  c1ffcb55
- [Perf] Remove hardcoded num_warps=1 (#26183) · 0879736a
  Corey Lowman authored Oct 03, 2025
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Signed-off-by: Corey Lowman <clowman1993@gmail.com>
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  0879736a
- [Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V... · a2691733
  Pavani Majety authored Oct 03, 2025
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[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  a2691733
- Fix V1 engine serialization error with Ray distributed executor (#26148) · cd9e5b83
  Nikhil G authored Oct 03, 2025
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Signed-off-by: Nikhil Ghosh <nikhil@anyscale.com>
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  cd9e5b83
- Avoid division by zero in cache DS MLA kernel (#26174) · 300a59c4
  Matthew Bonanni authored Oct 03, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  300a59c4
- Stop mergify from keeping stale PRs alive (#26169) · d76541a6
  Harry Mellor authored Oct 03, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d76541a6
- [BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123) · dd96465f
  Chendi.Xue authored Oct 03, 2025
```
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  dd96465f
- Fix undefined symbol: cutlass_moe_mm_sm100 (#26098) · 4f8f47e8
  Jun Jiang authored Oct 03, 2025
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Signed-off-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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  4f8f47e8
- [Renderer] Move Processor out of LLMEngine (#26165) · d78fda7c
  Cyrus Leung authored Oct 03, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  d78fda7c
- [Model] Fixed stream generator for gpt-oss + spec-decoding (#26027) · 73a99cc2
  Aleksandr Samarin authored Oct 03, 2025
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Signed-off-by: Aleksandr Samarin <astrlrd@nebius.com>
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  73a99cc2
- [CI/Build] do not enforce precompilation on tpu ci tests (#25992) · adae0c1f
  Xiang Si authored Oct 03, 2025
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Signed-off-by: Xiang Si <sixiang@google.com>
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  adae0c1f
- [Model] Supplement to PR 24862: Pass param prefix to LLMHead (#25805) · cbf92219
  whx authored Oct 03, 2025
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Signed-off-by: whx-sjtu <2952154980@qq.com>
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  cbf92219
- [backends][short_conv] CUDA graph piecewise edits (#24215) · 5f42fc53
  Paul Pak authored Oct 03, 2025
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Signed-off-by: Paul Pak <paulpak58@gmail.com>
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  5f42fc53
- [Bugfix] Re-enable prefill of max model length (#24446) · 8ee846c2
  Yannick Schnider authored Oct 03, 2025
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Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
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  8ee846c2
- [Renderer] Move Processor out of AsyncLLM (#24138) · 812b7f54
  Yang Liu authored Oct 03, 2025
```
Signed-off-by: Yang <lymailforjob@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  812b7f54
- Quick fix for IMA with the Prefix Prefill kernel during graph capture (#25983) · 5f2cacdb
  Sage Moore authored Oct 03, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  5f2cacdb
- [Doc] Fixed shape description for fused_batched_moe.py (#25668) · aa5053e3
  Egor authored Oct 03, 2025
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Signed-off-by: Egor <e.a.krivov@gmail.com>
```
  aa5053e3
- [Multi Modal] Configurable MM Profiling (#25631) · 79aa2446
  Wenlong Wang authored Oct 03, 2025
```
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  79aa2446
- [openai] Fix missing tool usage check (system message) (#24768) · 2ed3f20d
  kyt authored Oct 03, 2025
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Signed-off-by: kyt <eluban4532@gmail.com>
```
  2ed3f20d
- [NIXL][Misc] Expose metrics from NIXL for logging to CLI (#25388) · 48f30902
  Nicolò Lucchesi authored Oct 03, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
```
  48f30902
- [CI] Fix distributed hybrid tests in CI (#26155) · 0e93ac0b
  Thomas Parnell authored Oct 03, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
  0e93ac0b
- [test utils] correct wrong typing (#26159) · 5446ad1d
  Yannick Schnider authored Oct 03, 2025
```
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
```
  5446ad1d
- [Model] Use `merge_by_field_config` for MM models (InternVL family) (#26153) · f9a8084e
  Cyrus Leung authored Oct 03, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  f9a8084e
- add(v1): RequestStatesStats to RequestOutput (#24947) · 3e70e3d4
  HUIJONG JEONG authored Oct 03, 2025
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Signed-off-by: huijjj <huijong.jeong@squeezebits.com>
```
  3e70e3d4
- [Perf] Optimize `reshape_and_cache` CUDA Kernel (#25955) · eb0fa438
  Jiangyun Zhu authored Oct 03, 2025
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Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
```
  eb0fa438
- [Input] Remove unused `prompt` field (#26097) · 0ad9951c
  Cyrus Leung authored Oct 03, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  0ad9951c