Commits · 63400259d05485330fb23635af892b3fce160dea · OpenDAS / vllm_cscc

23 Sep, 2025 4 commits

[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) · 63400259

ElizaWszola authored Sep 23, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

63400259

[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988) · a3a78280

Hashem Hashemi authored Sep 23, 2025


Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>

a3a78280

[V1][Kernel] Add triton implementation for `reshape_and_cache_flash` (#24503) · 100b630a

Burkhard Ringlein authored Sep 23, 2025

Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

100b630a

[CI/Build] Fix disabled v1 attention backend selection test (#25471) · b6a136b5
Isotr0py authored Sep 23, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
b6a136b5

22 Sep, 2025 1 commit
- [V0 Deprecation] Remove `MultiModalPlaceholderMap` (#25366) · f92d9526
  Cyrus Leung authored Sep 22, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  f92d9526
21 Sep, 2025 2 commits
- Remove V0 attention backends (#25351) · bc6e542d
  Woosuk Kwon authored Sep 21, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  bc6e542d
- [V0 Deprecation] Remove LLMEngine (#25033) · 52c2a8d4
  Woosuk Kwon authored Sep 20, 2025
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Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  52c2a8d4
20 Sep, 2025 1 commit
- [V1] Support `LLM.apply_model` (#18465) · 3d9a1d2d
  Cyrus Leung authored Sep 20, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  3d9a1d2d
19 Sep, 2025 3 commits
- Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) · 431535b5
  Zhiyu authored Sep 19, 2025
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Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  431535b5
- Optimize triton unified attention performance for sliding window attention (#24390) · a2a5f79e
  qizixi authored Sep 19, 2025
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Signed-off-by: zixi-qi <qizixi@meta.com>
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  a2a5f79e
- [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055) · cea91a32
  Isotr0py authored Sep 19, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  cea91a32
18 Sep, 2025 1 commit
- [Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197) · 01a583fe
  jvlunteren authored Sep 18, 2025
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Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
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  01a583fe
17 Sep, 2025 4 commits

[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
bnellnm authored Sep 17, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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5963b98b

[Bugfix] Fix accuracy issue for silu_mul + nvfp4 quant fusion kernel (#24833) · e6585ddb

elvischenv authored Sep 18, 2025


Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

e6585ddb

[CI Bugfix] Fix failing test_invalid_env (#25078) · 087c6ffc
Michael Goin authored Sep 17, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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087c6ffc

[FP8] Extend per-token-group quantization support to QuantFP8 (#24342) · cef32104

Tahsin Tunan authored Sep 17, 2025

Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

cef32104

16 Sep, 2025 2 commits
- Remove V0 Encoder-Decoder Support (#24907) · 759ef49b
  Woosuk Kwon authored Sep 15, 2025
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Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
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  759ef49b
- [ROCm][Bugfix] Fix the case where there's bias (#24895) · 2891603e
  Gregory Shtrasberg authored Sep 15, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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  2891603e
15 Sep, 2025 1 commit
- [Transform] Deterministic Hadacore Transforms (#24106) · a0b26701
  Kyle Sayers authored Sep 15, 2025
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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  a0b26701
13 Sep, 2025 3 commits
- [CI Failure] Fix test_flashinfer_cutlass_mxfp4_mxfp8_fused_moe (#24750) · 59d7ffc1
  Michael Goin authored Sep 13, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  59d7ffc1
- [Kernels][DP/EP] Optimize Silu Kernel for R1 (#24054) · 98229db2
  Elvir Crnčević authored Sep 13, 2025
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Signed-off-by: elvircrn <elvircrn@gmail.com>
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  98229db2
- [Chore] Remove unused batched RoPE op & kernel (#24789) · 5febdc87
  Woosuk Kwon authored Sep 13, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  5febdc87
12 Sep, 2025 2 commits
- Add FLASHINFER_MLA to backend selector test (#24753) · 5fe643fc
  Matthew Bonanni authored Sep 12, 2025
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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  5fe643fc
- [Multi Modal] Add FA3 in VIT (#24347) · 72fc8aa4
  Wenlong Wang authored Sep 12, 2025
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
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  72fc8aa4
11 Sep, 2025 4 commits

[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280) · c3aea10d

Michael Goin authored Sep 11, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

c3aea10d

[Kernel][B200] `mxfp4` fused cutlass moe (#23696) · 074854b2

Duncan Moss authored Sep 11, 2025


Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

074854b2

fix some typos (#24616) · e26fef83
co63oc authored Sep 12, 2025
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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
```
e26fef83

[Model] New model support for Motif-1-Tiny (#23414) · 9bd831f5

TaehyunKim authored Sep 11, 2025


Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

9bd831f5

10 Sep, 2025 4 commits
- [Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078) · dcb28a33
  Hanjie Qiu authored Sep 10, 2025
```
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  dcb28a33
- Feature/vit attention unification# 23880 (#23978) · 6cbd4190
  baonudesifeizhai authored Sep 10, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  6cbd4190
- [gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading (#24154) · 0efdb5c3
  Wei authored Sep 09, 2025
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Signed-off-by: Wei Wei <wwei6@meta.com>
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  0efdb5c3
- [CI] Retry flaky fp8 cutlass mla tests (#24536) · 7e7db043
  Nick Hill authored Sep 09, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  7e7db043
09 Sep, 2025 2 commits
- [Doc]: fixing typos to improve docs (#24480) · 46876dff
  Didier Durand authored Sep 09, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
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  46876dff
- [Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647) · bba1042c
  elvischenv authored Sep 09, 2025
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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  bba1042c
08 Sep, 2025 2 commits

[Bugfix] Fix mamba2 prefill chunking (#23279) · e0413141

tomeras91 authored Sep 08, 2025

Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

e0413141

[Kernel] Support decode context parallelism on Blackwell with CUTLASS MLA (#24385) · 86173ad5

Ming Yang authored Sep 07, 2025


Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

86173ad5

06 Sep, 2025 2 commits
- [Bugfix] Fix unstable silu_mul+nvfp4 quant fusion test (#24370) · e68dc2f0
  elvischenv authored Sep 07, 2025
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  e68dc2f0
- [Bugfix] Fix test_mixtral_moe (#24371) · 7555d6b3
  Jee Jee Li authored Sep 07, 2025
  
  7555d6b3
04 Sep, 2025 2 commits

[Bugfix][Misc] Fix silu_and_mul_nvfp4_quant issue and extract common utils for... · adc3ddb4

elvischenv authored Sep 05, 2025


[Bugfix][Misc] Fix silu_and_mul_nvfp4_quant issue and extract common utils for nvfp4 kernel source files (#23727)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

adc3ddb4

[Attention] FlashAttn MLA (#14258) · 402759d4

Lucas Wilkinson authored Sep 04, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

402759d4