Commits · fcb9df99bd7d0e532bcf2891db2a85bd927605fe · OpenDAS / vllm_cscc

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
24 Jan, 2026 18 commits

[Feature] add session based streaming input support to v1 (#28973) · 91601ff4

Joshua Deng authored Jan 24, 2026


Signed-off-by: Joshua Deng <joshuakdeng@gmail.com>
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

91601ff4

Using max_loras + 1 to construct grid in fused_moe_lora (#32277) · d4dbb7af
yugong333 authored Jan 24, 2026
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Signed-off-by: Yu Gong <yu3.gong@gmail.com>
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d4dbb7af
[MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) · da5e7b12
Lucas Wilkinson authored Jan 24, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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da5e7b12

[Bugfix]: resolve torch.compile cache conflict between mm_encoder_tp_modes (#32842) · 1209b784

Hiroken. authored Jan 24, 2026


Signed-off-by: Hongjian Zhang <zhanghongjian@xiaohongshu.com>
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Co-authored-by: Xingran Wang <wangxingran123456@outlook.com>

1209b784

[EncoderCacheManager] Remove unnecessary copy (#32800) · 5fa0f6ef
Lukas Geiger authored Jan 24, 2026
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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5fa0f6ef
feat: Complete LoRA support for MiniMaxM2 Fixes #32736 (#32763) · bc0d291b
david guan authored Jan 24, 2026
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Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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bc0d291b
[Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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9ad7f89f

[Bugfix] Fix E2E latency calculation and add warmup support in mm_processor benchmark (#32646) · 6450b536

Hiroken. authored Jan 24, 2026

Signed-off-by: Hongjian Zhang <zhanghongjian@xiaohongshu.com>
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Signed-off-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>
Co-authored-by: Xingran Wang <wangxingran123456@outlook.com>

6450b536

[Perf] Cache exc.errors() result in validation exception handler (#32984) · 0f19427d
7. Sun authored Jan 24, 2026
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Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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0f19427d
[UX] Deduplicate sampling parameter startup logs (#32953) · 51931c5c
Cyrus Leung authored Jan 24, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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51931c5c

feat(benchmark): add encoder forward pass benchmarking to mm-processor (#31655) · 06b557ec

Reagan Lee authored Jan 24, 2026

Signed-off-by: Reagan <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>

06b557ec

[Models] Add `SharedFusedMoE` support to Qwen3MoE (#32082) · 8edaf385
Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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8edaf385
[Tests] Standardize RNG seed utility across test files (#32982) · 0ccecf88
7. Sun authored Jan 24, 2026
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Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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0ccecf88
[Perf] Cache xpu_get_mem_info() result to avoid duplicate calls (#32983) · 14d03b8d
7. Sun authored Jan 24, 2026
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Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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14d03b8d
[ROCm][ViT] Enable Flash Attention Triton backend on RDNA3/RDNA4 (#32944) · 97ef11dd
monajafi-amd authored Jan 23, 2026
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Signed-off-by: mohammad najafi <mohammad.najafi@amd.com>
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97ef11dd
[Bugfix] Fix FusedMoE LoRA kernel offs_token out of bound value (#32279) · ecc3dd66
Xin Yang authored Jan 23, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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ecc3dd66
[Core][Bugfix] allow graceful worker termination (#32965) · 7e1f10d5
Joe Runde authored Jan 23, 2026
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Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
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7e1f10d5

[Performance] Split FlashAttn attention and cache update (#25954) · a28b94e6

ElizaWszola authored Jan 24, 2026


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

a28b94e6

23 Jan, 2026 21 commits
- [fix] add VLLM_OBJECT_STORAGE_SHM_BUFFER_NAME to compile factors (#32912) · 0118cdcc
  dolpm authored Jan 23, 2026
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Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>
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  0118cdcc
- [Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935) · ebd0a17e
  joninco authored Jan 23, 2026
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Signed-off-by: jon <joninco@bullpoint.org>
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  ebd0a17e
- [Refactor] Clean up unused variables & func (#32692) · 37c9859f
  Wentao Ye authored Jan 23, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  37c9859f
- [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
- [CI][AMD][BugFix] Update wvSplitK (and other skinny_gemm wrappers) to ensure... · 6cc6d92b
  rasmith authored Jan 23, 2026
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[CI][AMD][BugFix] Update wvSplitK (and other skinny_gemm wrappers) to ensure tensors passed will be made contiguous for the kernel (#32831)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
```
  6cc6d92b
- fix: Add glm4_moe_lite to MLA detection (#32614) · 586a57ad
  Markus / Mark authored Jan 23, 2026
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Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  586a57ad
- [cudagraphs] Refactor cudagraph capture loop (#32946) · 3a414595
  Lucas Wilkinson authored Jan 23, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  3a414595
- [Model Runner V2] Add KV Connector support (#32742) · 8518b304
  Nick Hill authored Jan 23, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
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  8518b304
- [Bugfix][CI] Fix pre-commit (#32956) · 2d6b5371
  Matthew Bonanni authored Jan 23, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2d6b5371
- [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2
  Harry Huang authored Jan 24, 2026
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Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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  5206e5e2
- [Model] Enable LoRA support for internvl2 (#32397) · fec9da0a
  Matteo Fari authored Jan 23, 2026
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Signed-off-by: Matteo Fari <matteofari06@gmail.com>
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  fec9da0a
- [Frontend] add logprob, compression_rate to 'verbose_json' features (#31059) · 9b77bb79
  sangbumlikeagod authored Jan 24, 2026
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Signed-off-by: sangbumlikeagod <oironese@naver.com>
Signed-off-by: sangbumlikeagod <98077576+sangbumlikeagod@users.noreply.github.com>
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  9b77bb79
- [Bugfix] Fix FP8 MoE EP Weight Loading for ModelOpt Llama4 (#32886) · 1fb648bf
  baonudesifeizhai authored Jan 23, 2026
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Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
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  1fb648bf
- [Misc] Postpone torch_profiler deprecation (#32867) · 7e223097
  Nicolò Lucchesi authored Jan 23, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  7e223097
- [Bugfix] Disable tma_aligned_scales in test_fusions_e2e (#32916) · 90c20079
  Xin Yang authored Jan 23, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  90c20079
- [Bugfix] Fix getting vision features in Transformer Multimodal backend (#32933) · d95d6507
  Raushan Turganbay authored Jan 23, 2026
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Signed-off-by: raushan <raushan@huggingface.co>
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  d95d6507
- [Feature]: Remove DtoH Copy for lfm2_vl On Default Stream (#32815) · 13d8746c
  tianshu-Michael-yu authored Jan 23, 2026
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Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
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  13d8746c
- [Benchmark][Bugfix] Fix race condtion when starting server for sweep benchmark (#32927) · 243e78c2
  Isotr0py authored Jan 23, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  243e78c2
- [Frontend][3/n] Make pooling entrypoints request schema consensus |... · 05f3d714
  wang.yuqi authored Jan 23, 2026
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[Frontend][3/n] Make pooling entrypoints request schema consensus | EmbedRequest & ClassifyRequest (#32905)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  05f3d714
- [Voxtral] Add new streaming arch (#32861) · 3f3f8952
  Patrick von Platen authored Jan 23, 2026
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  3f3f8952
- [CI/Build][CPU] Fix failed pooling tests and macos smoke test (#32907) · 5da4c7d7
  Li, Jiang authored Jan 23, 2026
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  5da4c7d7