Commits · 73419abfae97c0b797c7e1fe997913e9ebfeff68 · OpenDAS / vllm_cscc

28 Jan, 2026 3 commits

[Quantization][Deprecation] Remove Marlin 24 (#32688) · af9b69f9

Robert Shaw authored Jan 28, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

af9b69f9

[Quantization][Deprecation] Remove BitBlas (#32683) · 247d1a32

Robert Shaw authored Jan 28, 2026


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

247d1a32

Add attention benchmarking tools (#26835) · e82fa448

Matthew Bonanni authored Jan 27, 2026


Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>

e82fa448

27 Jan, 2026 2 commits

[AMD][QWEN3-NEXT] FP8 Tunings (#32042) · da8d0c44
Lifan Shen authored Jan 27, 2026
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Signed-off-by: Lifan Shen <lifans@meta.com>
```
da8d0c44

[MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) · 5a93b916

Robert Shaw authored Jan 26, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>

5a93b916

26 Jan, 2026 1 commit
- [Refactor] Remove unused `_moe_permute` function (#33108) · 8f987883
  Wentao Ye authored Jan 26, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  8f987883
25 Jan, 2026 1 commit
- [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) · fcb9df99
  Roberto L. Castro authored Jan 25, 2026
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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  fcb9df99
23 Jan, 2026 2 commits
- [Refactor] Rename `gptq_marlin` to `marlin` to match MoE (#32952) · 4561f139
  Michael Goin authored Jan 23, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  4561f139
- [Bug] Fix benchmark script `moe_permute_unpermute` (#32949) · dfab5f37
  Wentao Ye authored Jan 23, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  dfab5f37
22 Jan, 2026 1 commit
- [Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619) · d08b356e
  Xin Yang authored Jan 22, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  d08b356e
21 Jan, 2026 4 commits
- [Kernel] Add topk_sigmoid kernel (#31246) · 63227acc
  Xin Yang authored Jan 21, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  63227acc
- Add missing import of fused_topk to benchmark_moe (#32784) · f9995398
  danisereb authored Jan 21, 2026
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Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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  f9995398
- [PluggableLayer][1/N] Define PluggableLayer (Fix ci) (#32744) · 1861ae8a
  whx authored Jan 22, 2026
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Signed-off-by: whx-sjtu <2952154980@qq.com>
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  1861ae8a
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
19 Jan, 2026 1 commit

[GLM-4.7] GLM Model support for GLM-Lite (#31386) · 71832ba7

Yuxuan Zhang authored Jan 19, 2026


Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Yuxuan Zhang <2448370773@qq.com>

71832ba7

12 Jan, 2026 1 commit
- [cpu][bench] Add Fused MoE Micro Benchmark for CPU Backend (#32092) · 5e034f2e
  Andika Rachman authored Jan 12, 2026
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Signed-off-by: andikarachman <andika.rachman.y@gmail.com>
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  5e034f2e
09 Jan, 2026 2 commits
- [1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
  Matthew Bonanni authored Jan 09, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2612ba92
- [Cleanup] Remove obsolete spec decoding compatibility logic (#32003) · 29ce4822
  Nick Hill authored Jan 08, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
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  29ce4822
08 Jan, 2026 2 commits

[MoE Refactor][16/N] Apply Refactor to NVFP4 (#31692) · 9f6dcb71

Robert Shaw authored Jan 07, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>

9f6dcb71

[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415) · 5dcd7ef1
Robert Shaw authored Jan 07, 2026

5dcd7ef1

07 Jan, 2026 1 commit

[Misc] Improve error messages for unsupported types and parameters (#30593) · 0790f076

BlankR authored Jan 07, 2026


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

0790f076

06 Jan, 2026 3 commits
- [Misc] Use `deprecated` for `seed_everything` (#31780) · db318326
  Cyrus Leung authored Jan 06, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  db318326
- [cpu][bench] Add CPU paged attention benchmarks (#31720) · 799b5721
  Fadi Arafeh authored Jan 06, 2026
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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  799b5721
- [Bugfix] Add init_workspace_manager to moe kernel benchmarks (#31042) · e1cd7a5f
  Michael Goin authored Jan 05, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  e1cd7a5f
02 Jan, 2026 1 commit
- [Benchmark] Fix OOM during MoE kernel tuning for large models (#31604) · a0e9ee83
  Alfred authored Jan 03, 2026
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Signed-off-by: Alfred <massif0601@gmail.com>
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  a0e9ee83
25 Dec, 2025 1 commit

use the same stream for cuda graph catpure and replay for NCCL (#29207) · 030fc449

Amir Samani authored Dec 25, 2025


Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

030fc449

23 Dec, 2025 1 commit
- [Chore] Update more locations to use `attention_config.backend` (#31153) · 8cef1376
  Cyrus Leung authored Dec 23, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  8cef1376
21 Dec, 2025 1 commit
- [NVFP4][Perf] Tune NVFP4 input quant kernel for small batch size (#30897) · 06d49028
  Michael Goin authored Dec 21, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  06d49028
16 Dec, 2025 1 commit
- [Perf][Kernels] Vectorize `csrc/activations_kernels.cu` (#29512) · 0a1ab1e5
  Michael Goin authored Dec 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0a1ab1e5
15 Dec, 2025 1 commit

[Benchmarks] `auto_tune.sh`: Use hostname variable for server requests (#30529) · c01d5898

Kevin Musgrave authored Dec 15, 2025

Signed-off-by: Kevin Musgrave <kevin.musgrave@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

c01d5898

13 Dec, 2025 1 commit
- [Chore] Adjust tokenizer import to avoid circular imports (#30601) · 64251f48
  Cyrus Leung authored Dec 13, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  64251f48
11 Dec, 2025 4 commits
- Standardise `get_rope` to use `rope_parameters["partial_rotary_factor"]`, not `rotary_dim` (#30389) · cf3eacfe
  Harry Mellor authored Dec 11, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  cf3eacfe
- [Bugfix] Fix `task` still being passed in tests/benchmarks (#30476) · d917747c
  Cyrus Leung authored Dec 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d917747c
- [perf] Use direct copy (broadcast) instead of cat for k_nope/k_pe in MLA prefill (#29710) · fba89069
  Ming Yang authored Dec 11, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  fba89069
- [Deprecation] Remove deprecated task, seed and MM settings (#30397) · 7e24e5d4
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  7e24e5d4
10 Dec, 2025 1 commit
- [Misc] Consistent case for `vllm bench serve` results (#30403) · 794a7875
  Matthew Bonanni authored Dec 10, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  794a7875
09 Dec, 2025 1 commit

[Cleanup] Refactor profiling env vars into a CLI config (#29912) · e858bfe0

Benjamin Chislett authored Dec 09, 2025

Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

e858bfe0

07 Dec, 2025 2 commits

[Performance] Fused blockwise quant RMS norm (#27883) · af0444bf

ElizaWszola authored Dec 07, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>

af0444bf

[Kernel][MoE] optimize `moe_align_block_size` (#29642) · 879ddb09

Jinzhen Lin authored Dec 07, 2025


Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

879ddb09

03 Dec, 2025 1 commit

[Performance][DP/EP] Add silu_mul_per_token_group_quant_fp8_colmajor kernel (#29470) · 19bee6d1

Varun Sundar Rabindranath authored Dec 03, 2025

Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

19bee6d1