Commits · 636ee223ac976dfc3d4e93b31d33521230810f00 · OpenDAS / vllm_cscc

04 Mar, 2026 34 commits

[Docs] Document security risks of GPT-OSS Python tool (#35139) · 636ee223
Russell Bryant authored Mar 04, 2026
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
636ee223

[UX] Remove NoOpOffloader log (#35678) · b7d59ffc

Robert Shaw authored Mar 04, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

b7d59ffc

[torch.compile] Stop lazily compiling (#35472) · 5569f521
Richard Zou authored Mar 04, 2026
```
Signed-off-by: Richard Zou <zou3519@gmail.com>
```
5569f521
[Model Runner V2] Fix pooling (#36019) · 417fd28f
Nick Hill authored Mar 04, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
417fd28f
[Kernel][Mamba] Optimize Mamba2 SSD prefill Triton kernels (#35397) · 7faba503
tomeras91 authored Mar 04, 2026
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Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
```
7faba503
[Frontend] Add vllm launch command for GPU-less preprocessing serving (#34551) · bc6be89d
Hyunkyun Moon authored Mar 05, 2026
```
Signed-off-by: HyunKyun Moon <mhg5303@gmail.com>
```
bc6be89d
fix minicpmo4.5: fix attn_mask in vit attn && fix resampler pos_emb i… (#34127) · bfdb512f
tc-mb authored Mar 05, 2026
```
Signed-off-by: tc-mb <caitianchi@modelbest.cn>
Co-authored-by: hezhihui <hezhihui@modelbest.cn>
```
bfdb512f
Fix phi4-mm and remove cuda binding (#35964) · 58cfe0dc
Yan Ma authored Mar 05, 2026
```
Signed-off-by: Yan Ma <yan.ma@intel.com>
```
58cfe0dc
Use MMEncoderAttention (=use FlashAttention) instead of torch.sdpa in radio.py (#35653) · 289fc48a
Netanel Haber authored Mar 04, 2026

289fc48a
[Misc] Add `--attention-backend auto` option (#35738) · 18e01a0a
Nicolò Lucchesi authored Mar 04, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
```
18e01a0a

[Core] Add All-to-All communication backend for DCP (#34883) · 6cb90109

sungsoo ha authored Mar 04, 2026


Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Signed-off-by: sungsoo ha <hasungsoo@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

6cb90109

[Bugfix] Make `kaldi_native_fbank` optional (#35996) · ead7bde1
Cyrus Leung authored Mar 04, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
ead7bde1
[BugFix] Fix implicit and incorrect assumption on ECConnector is_producer (#34783) · 6aa6ad89
Qi Wang authored Mar 04, 2026
```
Signed-off-by: Qi Wang <qiwa@nvidia.com>
```
6aa6ad89
[Bugfix][Model] Fix FP8 k_scale/v_scale not loaded for Qwen3-MoE (#35656) · c8c3935b
Raghavan authored Mar 04, 2026
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Signed-off-by: raghavan <oneraghavan@gmail.com>
```
c8c3935b

[Bugfix][CPUOffloadingManager] Prevent eviction of already-stored blocks in... · bb6888b8

Ronen Schaffer authored Mar 04, 2026


[Bugfix][CPUOffloadingManager] Prevent eviction of already-stored blocks in LRU/ARC `prepare_store()` (#35846)
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>

bb6888b8

[MISC] fixed tool_parser mypy errors (#35640) · 1aaec59d

Taneem Ibrahim authored Mar 04, 2026

Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

1aaec59d

[Feature] Add basic metrics for /realtime endpoint (#35500) · 1659b2e0

pougetat authored Mar 04, 2026

Signed-off-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Signed-off-by: pougetat <thomas.pougetabadie@gmail.com>
Co-authored-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

1659b2e0

[Bugfix] Cap FULL decode cudagraph sizes for Mamba/hybrid models (#34094) (#34571) · d6e04f4c
haosdent authored Mar 04, 2026
```
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
```
d6e04f4c

[Hardware] Replace `torch.cuda.empty_cache` with `torch.accelerator.empty_cache` (#30681) · 16d2ad1d

Kunshang Ji authored Mar 04, 2026


Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

16d2ad1d

[ROCm][Bugfix] Fall back from CK MXFP4 MoE when GEMM dimensions are unsupported (#35893) · 5dc35387
Chuan (Richard) Li authored Mar 04, 2026
```
Signed-off-by: Li <chuali@amd.com>
```
5dc35387

[Bugfix] Add missing dynamic_arg_dims for Qwen3-ASR torch.compile (#35869) · 36bf2131

Nathan Price authored Mar 04, 2026


Signed-off-by: Nathan Price <nathan@abridge.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

36bf2131

[Core] Remove busy loop from idle buffer readers (#28053) · 6f0dd938

Joe Runde authored Mar 04, 2026


Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

6f0dd938

Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539) · 5d199ac8

Andrii Skliar authored Mar 04, 2026


Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>

5d199ac8

[cohere][fix][spec-decode]: fix crash when allowed_token_ids is set without penalties (#35654) · 9e0f44be
Komal Kumar Teru authored Mar 04, 2026
```
Signed-off-by: kkt-cohere <komal@cohere.com>
```
9e0f44be
[Bugfix] Improve engine ready timeout error message (#35616) · 097eb544
lailoo authored Mar 04, 2026
```
Signed-off-by: damaozi <1811866786@qq.com>
```
097eb544
[BugFix] Support tool_choice=none in the Anthropic API (#35835) · 7cdba98e
ShiJie Zhong authored Mar 04, 2026
```
Signed-off-by: ZhongsJie <zhongsjie@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
```
7cdba98e
[Bugfix] Guard mm_token_type_ids kwarg in get_mrope_input_positions (#35711) · edba1504
Andreas Karatzas authored Mar 03, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
edba1504
[Refactor] Clean up processor kwargs extraction (#35872) · e3793961
Cyrus Leung authored Mar 04, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
e3793961
[Chore] Remove debug code in model implementation (#35883) · 6e9f21e8
Isotr0py authored Mar 04, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
6e9f21e8

[model] support FireRedASR2 (#35727) · c1d96340

AllenDou authored Mar 04, 2026


Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

c1d96340

[PluggableLayer][MM] Add PluggableLayer for RelPosAttention (#33753) · 77e6dcbb
Shanshan Shen authored Mar 04, 2026
```
Signed-off-by: shen-shanshan <467638484@qq.com>
```
77e6dcbb
[Bugfix] Fix EVS implementation for Qwen3 VL (#33607) · 70c73df6
William Zhang authored Mar 03, 2026
```
Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
```
70c73df6

Enable bnb for multiple indices weight (#35838) · 9a9d4424

xjx authored Mar 04, 2026


Signed-off-by: xjx <493337577@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

9a9d4424

[Bugfix] Fix coord_socket assertion in DPEngineCoreProc for offline DP mode (#35916) · f22ff295
Jaewon authored Mar 03, 2026
```
Signed-off-by: Jaewon Lee <jaewon@meta.com>
```
f22ff295

03 Mar, 2026 6 commits

[Core] Move save_tensorized_model logic to Worker (#35825) · d15c3b90
Nick Hill authored Mar 03, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
d15c3b90

[Model Runner V2] support dp & ep for spec decoding (#35294) · 97286a20

zhrrr authored Mar 04, 2026


Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>

97286a20

[Model Runner V2] Fix inputs_embeds=None bug for MM models (#35917) · 467886a0
Woosuk Kwon authored Mar 03, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
467886a0

[Bugfix] Fix misnamed parameter in compressed_tensors_moe.py (#35813) · a9b8b13e

bnellnm authored Mar 03, 2026


Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

a9b8b13e

[ROCm][Bugfix]: Disable AITER Triton ROPE by default (#35601) · 3a8eef58
Rohan Potdar authored Mar 03, 2026
```
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
```
3a8eef58

[MoE Refactor] Create MK for TRTLLM Kernels (#32564) · 97995f63

Robert Shaw authored Mar 03, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>

97995f63