Commits · 042af0c8d3f0b8b5319f34e4cb9b690981bb5da4 · OpenDAS / vllm_cscc

21 Jul, 2025 2 commits
- [Model][1/N] Support multiple poolers at model level (#21227) · 042af0c8
  Cyrus Leung authored Jul 21, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  042af0c8
- [Bugfix] Fix missing placeholder in logger debug (#21280) · 378d33c3
  Cyrus Leung authored Jul 21, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  378d33c3
20 Jul, 2025 4 commits

[Model] Support VLMs with transformers backend (#20543) · 9499e26e

Raushan Turganbay authored Jul 20, 2025


Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

9499e26e

[Model] use AutoWeightsLoader for bart (#18299) · 51ba8395
Calvin Chen authored Jul 20, 2025
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Signed-off-by: calvin chen <120380290@qq.com>
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51ba8395
Enable v1 metrics tests (#20953) · d1fb65bd
Seiji Eicher authored Jul 19, 2025
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Signed-off-by: Seiji Eicher <seiji@anyscale.com>
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d1fb65bd
[TPU] support fp8 kv cache quantization (#19292) · 3a1d8940
Chengji Yao authored Jul 19, 2025
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
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3a1d8940

19 Jul, 2025 21 commits
- GLM-4 Update (#20736) · 10eb24cc
  Yuxuan Zhang authored Jul 20, 2025
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Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Lu Fang <fanglu@fb.com>
```
  10eb24cc
- [BugFix] Fix full cuda graph slot_mapping (#21228) · 2e8cbb58
  fhl2000 authored Jul 20, 2025
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Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
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  2e8cbb58
- [V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217) · 752c6ade
  Woosuk Kwon authored Jul 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  752c6ade
- [V1] [Hybrid] Enable piecewise CUDA Graph for mamba layers (#21194) · 881e3cbe
  Thomas Parnell authored Jul 19, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  881e3cbe
- [BugFix] Make PD work with Ray (#21072) · 9f414a12
  kourosh hakhamaneshi authored Jul 19, 2025
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Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
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  9f414a12
- [CI/CD][bugfix]fix: error argument to loads has incompatible type (#21223) · da6579bf
  Sungjae Lee authored Jul 19, 2025
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Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
```
  da6579bf
- [bugfix] Fix auto thread-binding when world_size > 1 in CPU backend and refactor code (#21032) · e3a0e43d
  Li, Jiang authored Jul 19, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  e3a0e43d
- [Bugfix][Frontend] Fix openai CLI arg `middleware` (#21220) · b3d82108
  22quinn authored Jul 19, 2025
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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  b3d82108
- [NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645) · 6d0734c5
  Kaixi Hou authored Jul 19, 2025
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Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  6d0734c5
- [BugFix] Fix potential cuda-graph IMA (#21196) · 59f93530
  Lucas Wilkinson authored Jul 19, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  59f93530
- [Bugfix] Fix ndarray video color from VideoAsset (#21064) · 18e519ec
  Isotr0py authored Jul 19, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
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  18e519ec
- [V0 deprecation] Remove long context LoRA (#21169) · 1eaff278
  Jee Jee Li authored Jul 19, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  1eaff278
- [Model] EXAONE 4.0 model support (#21060) · 3e04107d
  김종곤 authored Jul 19, 2025
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Signed-off-by: Deepfocused <rlawhdrhs27@gmail.com>
Signed-off-by: woongsik <rlawhdrhs27@gmail.com>
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  3e04107d
- [Bug] DeepGemm: Fix TypeError: per_block_cast_to_fp8() missing 1 required... · 37bd8d6e
  Wentao Ye authored Jul 19, 2025
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[Bug] DeepGemm: Fix TypeError: per_block_cast_to_fp8() missing 1 required positional argument: 'use_ue8m0' for SM100 (#21187)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  37bd8d6e
- [BugFix][CPU] Fix `TorchSDPABackendImpl` doesn't have `use_irope` (#21200) · 468e2400
  Lucas Wilkinson authored Jul 19, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  468e2400
- [Kernel][Performance] Tweak MoE Batched silu_mul_fp8_quant_deep_gemm kernel (#21193) · dcc6cfb9
  Varun Sundar Rabindranath authored Jul 19, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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  dcc6cfb9
- [V0 Deprecation] Remove V0 Spec Decode workers (#21152) · dd572c0a
  Woosuk Kwon authored Jul 18, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  dd572c0a
- [Bugfix][Model] Fix LoRA for Mistral-Small-3.1-24B-Instruct-2503 (#21183) · 9ffe905a
  Varun Sundar Rabindranath authored Jul 19, 2025
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Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
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  9ffe905a
- [Core] Support Local Chunked Attention for Hybrid KV Cache (#19351) · 9a9fda14
  Lucia Fang authored Jul 19, 2025
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Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lu Fang <fanglu@meta.com>
```
  9a9fda14
- [Quantization] Enable BNB support for more MoE models (#21100) · 466e878f
  Jee Jee Li authored Jul 19, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  466e878f
- Elastic Expert Parallel Initial Support (#20775) · 21793722
  Rui Qiao authored Jul 18, 2025
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
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  21793722
18 Jul, 2025 13 commits
- [Bugfix] Voxtral on Blackwell GPUs (RTX 50 series) (#21077) · 5782581a
  hax0r31337 authored Jul 19, 2025
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Signed-off-by: hax0r31337 <liulihaocaiqwq@gmail.com>
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  5782581a
- [Core] Avoid KVCacheBlock.__eq__ invocations in FreeKVCacheBlockQueue (#21005) · 0f199f19
  JialinOuyang-Meta authored Jul 18, 2025
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Signed-off-by: Jialin Ouyang <jialino@meta.com>
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  0f199f19
- [Kernel] Apply torch.Tag.needs_fixed_stride_order only for torch==2.6.0 (#19346) · b2eb2b5a
  Richard Zou authored Jul 18, 2025
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Signed-off-by: rzou <zou3519@gmail.com>
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  b2eb2b5a
- Let GraniteMoeAttention use YaRN (#21174) · ed8cbfed
  Thomas Parnell authored Jul 18, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  ed8cbfed
- [Core] Set pooling params based on task and model (#21128) · 45badd05
  Cyrus Leung authored Jul 18, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  45badd05
- [Bugfix] Allocate less memory in non-batched CUTLASS MoE (#21121) · 4adc66f6
  ElizaWszola authored Jul 18, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
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  4adc66f6
- [Bugfix] The special_tokens in tokenizer should also be controlled by... · 5895afd7
  wang.yuqi authored Jul 18, 2025
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[Bugfix] The special_tokens in tokenizer should also be controlled by do_lower_case in encoder_config. (#20750)
Signed-off-by: wang.yuqi <noooop@126.com>
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  5895afd7
- [Model] Re-add the implicit conversion feature for as_seq_cls_model (#21103) · ca4eb82b
  wang.yuqi authored Jul 18, 2025
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Signed-off-by: wang.yuqi <noooop@126.com>
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  ca4eb82b
- [Misc] Make MM embedding merge interface explicit in model runner (#21147) · ba2dfbb0
  Roger Wang authored Jul 18, 2025
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Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  ba2dfbb0
- [benchmark] Sending request strictly follows the random intervals (#21108) · 1bf65138
  Jialin Ouyang authored Jul 17, 2025
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Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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  1bf65138
- [Misc] Do not print async output warning for v1 (#21151) · 54cf1cae
  Woosuk Kwon authored Jul 17, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  54cf1cae
- [Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037) · c7d8724e
  Shu Wang authored Jul 17, 2025
```
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  c7d8724e
- [Attention] Make local attention backend agnostic (#21093) · 89cab4d0
  Lucas Wilkinson authored Jul 18, 2025
  
  89cab4d0