Commits · f31419ed8ba219d70a1982f238e42e74e0ed86c9 · OpenDAS / vllm_cscc

12 Nov, 2025 1 commit
- [Benchmark] Add retry support to fix workload bias in multi-turn benchmark (#28493) · f31419ed
  ai-jz authored Nov 11, 2025
  
  f31419ed
11 Nov, 2025 4 commits
- Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431) · f9a40871
  Michael Goin authored Nov 11, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  f9a40871
- Add request timeout override for multi-turn benchmarks (#28386) · 3380543b
  Ido Segev authored Nov 11, 2025
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Signed-off-by: Ido Segev <idos@pliops.com>
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  3380543b
- Multi turn benchmark progress bar for synthetic conversation generation (#28394) · d381eb96
  Ido Segev authored Nov 11, 2025
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Signed-off-by: Ido Segev <idos@pliops.com>
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  d381eb96
- Fix rotary embedding benchmark script (#28323) · 57201a6a
  Xin Yang authored Nov 10, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  57201a6a
10 Nov, 2025 2 commits

[PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248) · d17ecc6b

Ilya Markov authored Nov 11, 2025

Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

d17ecc6b

[Hardware][AMD][Model] Add Triton MoE tuning support and optimized configs for... · 03fa4d3f

Xiake Sun authored Nov 10, 2025


[Hardware][AMD][Model] Add Triton MoE tuning support and optimized configs for Qwen3 omni for MI308X (#28373)
Signed-off-by: Xiake Sun <xiake.sun@amd.com>
Signed-off-by: Xiake Sun <xisun@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

03fa4d3f

06 Nov, 2025 1 commit
- Disable nm-testing models with issues in CI (#28206) · f3222929
  Michael Goin authored Nov 06, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  f3222929
04 Nov, 2025 2 commits
- [Model] add optimal triton fused moe configs for NemotronH MoE (#27967) · e4ee6586
  tomeras91 authored Nov 04, 2025
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Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
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  e4ee6586
- Load tuned fused_moe_lora shrink and expand kernel configs separately (#27435) · 2ec401bc
  yugong333 authored Nov 04, 2025
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Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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  2ec401bc
01 Nov, 2025 1 commit
- feat(benchmarks): support HF model names in multi-turn benchmark (#27850) · 2c0c7c39
  ai-jz authored Nov 01, 2025
  
  2c0c7c39
26 Oct, 2025 1 commit

[Chore]:Extract math and argparse utilities to separate modules (#27188) · 71b1c8b6

Yeshwanth N authored Oct 26, 2025


Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>

71b1c8b6

18 Oct, 2025 1 commit
- [Chore] Clean up pytorch helper functions in `vllm.utils` (#26908) · 6ac5e06f
  Isotr0py authored Oct 19, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
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  6ac5e06f
17 Oct, 2025 2 commits
- [Chore] Remove unused `PolyNorm` layer (#27110) · 3125d799
  Isotr0py authored Oct 18, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  3125d799
- [Docs] Replace `rst` style double-backtick with `md` single-backtick (#27091) · 6c9fdbf7
  Harry Mellor authored Oct 17, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  6c9fdbf7
16 Oct, 2025 1 commit
- Cleanup code after Python 3.10 upgrade (#26520) · ed344f41
  Lukas Geiger authored Oct 16, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  ed344f41
15 Oct, 2025 1 commit
- [Misc] rename torch_dtype to dtype (#26695) · 8f4b313c
  wangxiyuan authored Oct 15, 2025
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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  8f4b313c
12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  8fcaaf6a
10 Oct, 2025 2 commits

[Transform] [Quantization] Add QuTLASS support to vLLM (#24440) · 96ad65b7

Roberto L. Castro authored Oct 10, 2025


Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

96ad65b7

Silu v2 (#25074) · 7b03584d

Elvir Crnčević authored Oct 10, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>

7b03584d

08 Oct, 2025 3 commits
- Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416) · e09d1753
  Harry Mellor authored Oct 08, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  e09d1753
- [Benchmarks] Fix imports in FP8 tuning script (#26407) · 6273fe8d
  Lukas Geiger authored Oct 08, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  6273fe8d
- [Benchmarks] Add support for Qwen 3 VL MoE tuning (#26419) · 338b1bf0
  Lukas Geiger authored Oct 08, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  338b1bf0
07 Oct, 2025 1 commit
- [V0 Deprecation] Remove `VLLM_USE_V1` from docs and scripts (#26336) · 7e4cd070
  Cyrus Leung authored Oct 07, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  7e4cd070
06 Oct, 2025 2 commits
- [Misc] auto_tune: kill specific vllm process (#26304) · 824a3f40
  Karan Goel authored Oct 06, 2025
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Signed-off-by: Karan Goel <karangoel@google.com>
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  824a3f40
- Fix per file ruff ignores related to line length (#26262) · 6c046382
  Harry Mellor authored Oct 06, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  6c046382
05 Oct, 2025 2 commits
- Remove all cases of `fmt: on/off` (#26253) · 557b2e96
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  557b2e96
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  d6953beb
03 Oct, 2025 1 commit
- [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>
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  eb0fa438
02 Oct, 2025 2 commits

[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) · 502640c3

ElizaWszola authored Oct 02, 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>

502640c3

[CI/Build] Replace `vllm.entrypoints.openai.api_server` entrypoint with `vllm... · d00d6529

Cyrus Leung authored Oct 03, 2025


[CI/Build] Replace `vllm.entrypoints.openai.api_server` entrypoint with `vllm serve` command (#25967)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

d00d6529

30 Sep, 2025 1 commit
- [Bench] Add DeepSeekV32 to MoE benchmark (#25962) · 67f3fb08
  Jee Jee Li authored Oct 01, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  67f3fb08
25 Sep, 2025 4 commits
- [Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) · e71b8e21
  Ekagra Ranjan authored Sep 25, 2025
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Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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  e71b8e21
- [mypy] Fix wrong type annotations related to tuple (#25660) · 2f171176
  Cyrus Leung authored Sep 25, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  2f171176
- Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) · 1260180c
  Tyler Michael Smith authored Sep 25, 2025
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Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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  1260180c
- Enable Fbgemm NVFP4 on Dense models (#25609) · 90b139cf
  Saman A. Pour authored Sep 24, 2025
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Signed-off-by: Saman Keon <samanamp@outlook.com>
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  90b139cf
24 Sep, 2025 4 commits
- [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) · 1f291412
  Wentao Ye authored Sep 24, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  1f291412
- Fixes and updates to bench_per_token_quant_fp8 (#25591) · d83f3f7c
  Michael Goin authored Sep 24, 2025
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Signed-off-by: Michael Goin <mgoin64@gmail.com>
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  d83f3f7c
- [Benchmark] Fix regression in structured output benchmark (#25500) · 16429950
  Russell Bryant authored Sep 24, 2025
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
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  16429950
- Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302) · 0d235b87
  Chenxi Yang authored Sep 23, 2025
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Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
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  0d235b87