Commits · 5f696c33b1fbf33fe91ecdd958874b9dd52f79b4 · OpenDAS / vllm_cscc

18 Sep, 2025 14 commits

[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) · 5f696c33

wang.yuqi authored Sep 18, 2025


Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

5f696c33

[PERF] Add `conv1d` metadata to GDN attn (#25105) · 072d7e53
Vadim Gimpelson authored Sep 18, 2025
```
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
072d7e53
Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404) · fbd6523a
Michael Goin authored Sep 18, 2025

fbd6523a
[Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) · 66072b36
Asaf Joseph Gardin authored Sep 18, 2025
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Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
```
66072b36
[Model] Improve Pooling Model (#25149) · 37970105
Jee Jee Li authored Sep 18, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
37970105

[Chore] Cleanup guided namespace, move to structured outputs config (#22772) · 29283e89

Aaron Pham authored Sep 18, 2025

Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

29283e89

[Doc] Fix cross-reference warnings (#25058) · 05b044e6

Punitvara authored Sep 18, 2025

Signed-off-by: Punit Vara <punitvara@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

05b044e6

[Qwen] Add fp8 checkpoint support for qwen3-next. (#25079) · ef7eefe1
Tao He authored Sep 18, 2025
```
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
```
ef7eefe1
Retrieve `sliding_window` from text config in Gemma3 MM (#25085) · f4cd80f9
Harry Mellor authored Sep 18, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
f4cd80f9
[EPLB] Add EPLB support for hunyuan_v1 (#23078) · 9d8a2d86
YiwenC authored Sep 17, 2025

9d8a2d86

[Model] enable data parallel for InternVL vision encoder (#23909) · 52bc9d5b

YiwenC authored Sep 17, 2025


Signed-off-by: Yiwen Chen <yiwen66@berkeley.edu>
Signed-off-by: YiwenC <54658925+666even666@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

52bc9d5b

[Kernels] Overlap shared experts with combine instead of dispatch (#24254) · dc2979c5
bnellnm authored Sep 18, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
dc2979c5

[Bugfix][Qwen3-Next] add prefixes to shared_expert in qwen3-next and mlp in... · 027d37df

toncao authored Sep 18, 2025


[Bugfix][Qwen3-Next] add prefixes to shared_expert in qwen3-next and mlp in qwen2moe to successfully load ignored params in quantized models (#24960)
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

027d37df

[MM Encoder] Apply DP ViT for Qwen3-VL model series (#24955) · 3127274d

Roger Wang authored Sep 17, 2025

Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

3127274d

17 Sep, 2025 9 commits

[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
bnellnm authored Sep 17, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
5963b98b
[Bugfix][Qwen3-Next] fixes the varlen issue in qwen3-next's MTP implementation. (#24957) · dd6a910a
Tao He authored Sep 17, 2025
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Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
```
dd6a910a

Add RADIO Vision Encoder Support to vLLM (#24595) · 252ada55

danielafrimi authored Sep 17, 2025


Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: root <root@cw-dfw-h100-001-305-026.cm.cluster>

252ada55

[Model] Apply SharedFusedMoE to glm4_moe. (#24849) · c15309a7
whx authored Sep 17, 2025
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Signed-off-by: whx-sjtu <2952154980@qq.com>
```
c15309a7
[Model] Pass param prefix to LLMHead (#24862) · 4a9375fe
whx authored Sep 17, 2025
```
Signed-off-by: whx-sjtu <2952154980@qq.com>
```
4a9375fe

[EPLB] Support EPLB for Mixtral Model (#22842) · b77bf34e

rouchenzi authored Sep 17, 2025


Signed-off-by: rouchenzi <ruochenwen@gmail.com>
Signed-off-by: rouchenzi <40842833+rouchenzi@users.noreply.github.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>

b77bf34e

[Rocm] [quantization] Fix quark ptpc moe and add test case (#24649) · ca2d1925
haoyangli-amd authored Sep 17, 2025
```
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
```
ca2d1925

[Model] Support Qwen3-VL Model Series (#24727) · 0f7acdd7

Roger Wang authored Sep 16, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

0f7acdd7

[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 13 commits

[CI][Bugfix] Fix failing Blackwell test (#24993) · d119fc86

Matthew Bonanni authored Sep 16, 2025


Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

d119fc86

[Perf] Reuse workspace for FP8+FP4 Marlin MoE (#20500) · dbebb7f8

Michael Goin authored Sep 16, 2025


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

dbebb7f8

fp8 kv cache support fix for torch.compile (#22758) · 3053a22b

Aleksandr Malyshev authored Sep 16, 2025

Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>

3053a22b

[Misc] Add removed encoder-decoder models to previously supported models list (#24961) · d593cf28
Isotr0py authored Sep 17, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
d593cf28

[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) · 56793995

Sage Moore authored Sep 16, 2025


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

56793995

[Model] Clean up and simplify Mamba2 Metadata Usage in both V0 and V1 (#24331) · 73cfb3c5
Chih-Chieh Yang authored Sep 16, 2025
```
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
```
73cfb3c5

[Feat][EPLB] A novel static EPLB placement strategy for MoE models. (#23745) · 7ea5c73a

Chen Bruce authored Sep 16, 2025


Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Signed-off-by: Chen Bruce <bruceszchen@tencent.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Chen Bruce <cszwwdz@vip.qq.com>
Co-authored-by: lemon412 <lemon412@foxmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

7ea5c73a

[Mamba] Support TP>1 with quantization for mamba2 mixer in case `n_groups % tp_size == 0` (#24593) · 27fcfe7b

tomeras91 authored Sep 16, 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>

27fcfe7b

[benchmark] Add triton version in the moe tuned config (#24769) · 04ad0dc2
Jee Jee Li authored Sep 16, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
04ad0dc2
[QWEN NEXT] Fused MoE kernels Optimization configs (#24924) · 238c4c17
Saman A. Pour authored Sep 15, 2025
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Signed-off-by: Saman Keon <samanamp@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
238c4c17
[Bug] [Spec Dec]: Fix kv_cache dtype mismatch for Eagle3 drafter on FP8 target (#24505) · 8c546102
vllmellm authored Sep 16, 2025
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
8c546102
Remove V0 Encoder-Decoder Support (#24907) · 759ef49b
Woosuk Kwon authored Sep 15, 2025
```
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
```
759ef49b
[ROCm][Bugfix] Fix the case where there's bias (#24895) · 2891603e
Gregory Shtrasberg authored Sep 15, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
2891603e

15 Sep, 2025 4 commits
- [Transform] Deterministic Hadacore Transforms (#24106) · a0b26701
  Kyle Sayers authored Sep 15, 2025
```
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  a0b26701
- Move `MultiModalConfig` from `config/__init__.py` to `config/multimodal.py` (#24659) · c4afdb69
  Harry Mellor authored Sep 15, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  c4afdb69
- [USAGE] Improve error handling for weight initialization in Unquantized… (#20321) · b834b4cb
  Rafael Marcelino Koike authored Sep 15, 2025
```
Signed-off-by: Rafael Marcelino Koike <rafael.koike@oracle.com>
Signed-off-by: Rafael Koike <koike.rafael@gmail.com>
```
  b834b4cb
- [Bugfix] Fix GLM4.1V multimodal processor with compatability for Transformers v4.56 (#24822) · 0e219cd5
  Isotr0py authored Sep 15, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  0e219cd5