Commits · efeaac92f22f8a0a26c6bb9b9182f316210bb19c · OpenDAS / vllm_cscc

07 Jan, 2026 1 commit

[Model] Enable LoRA support for PaliGemma (#31656) · a051525e

Ce Zhao authored Jan 06, 2026


Signed-off-by: 赵策 <alcor@mac.mynetworksettings.com>
Signed-off-by: Alcor <alcor_zhao@outlook.com>
Co-authored-by: 赵策 <alcor@mac.mynetworksettings.com>

a051525e

06 Jan, 2026 8 commits
- [Bugfix] Fix GLM-4 MoE router logits dtype for data parallel chunking (#31055) · 4e67a8f6
  Yakine Tahtah authored Jan 06, 2026
```
Signed-off-by: ReinforcedKnowledge <reinforced.knowledge@gmail.com>
```
  4e67a8f6
- [NemotronH] Use ReplicatedLinear for fc1_latent_proj (#31807) · 28c94770
  roikoren755 authored Jan 06, 2026
```
Signed-off-by: Roi Koren <roik@nvidia.com>
```
  28c94770
- [Model] rename use_pad_token to use_sep_token (#31784) · 96860af6
  wang.yuqi authored Jan 06, 2026
```
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
```
  96860af6
- [Bugfix]: avoid overriding audio/text kwargs (Qwen3-Omni) (#31790) · 2c1a4f24
  Jzz1943 authored Jan 06, 2026
```
Signed-off-by: Zhongze Jiang <jiangzhongze.jzz@ant-intl.com>
```
  2c1a4f24
- [Models]: Use `MMEncoderAttention` for MoonViT (#31738) · 7101e085
  Isotr0py authored Jan 06, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: h100 <h100@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: h100 <h100@inferact.ai>
```
  7101e085
- [Doc] Show that `use_audio_in_video` is supported in docs (#30837) · da71d444
  Cyrus Leung authored Jan 06, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  da71d444
- [Cleanup] Remove redundant `decoder_layer_type` assignment in `Qwen2` (#31760) · cd1245a1
  maang authored Jan 06, 2026
```
Signed-off-by: maang <maang_h@163.com>
```
  cd1245a1
- [Docs] Improve malformed exception caused by backslash line continuations (#31694) · d386ab14
  maang authored Jan 06, 2026
```
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  d386ab14
05 Jan, 2026 6 commits
- [Bugfix] Properly apply v_scale for mimo_v2_flash (#31175) · 95130298
  Michael Goin authored Jan 05, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  95130298
- [Model] Nemotron Parse 1.1 Support (#30864) · ee212918
  amitz-nv authored Jan 05, 2026
```
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  ee212918
- [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) · 5708297e
  Wang Kunpeng authored Jan 06, 2026
```
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
```
  5708297e
- [Model] Let more models to support the score template. (#31335) · 911d38ed
  wang.yuqi authored Jan 05, 2026
```
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
```
  911d38ed
- [Model] Enable LoRA support for BLIP2 (#31620) · a2ad15c0
  Qiping Pan authored Jan 05, 2026
```
Signed-off-by: Qiping Pan <panqiping@outlook.com>
```
  a2ad15c0
- [CI Failure] Fix NomicBert max_model_len validation (#31662) · 8be6432b
  wang.yuqi authored Jan 05, 2026
```
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
```
  8be6432b
03 Jan, 2026 1 commit
- Improve HF qwen3_omni: preserve audio_sample_rate in kwargs restructuring (#29255) · 97a01308
  jeremyteboul authored Jan 02, 2026
```
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
```
  97a01308
02 Jan, 2026 2 commits

[Model] Enable LoRA support for tower and connector in LLaVA (#31513) · 5ac55eb3

Jay Hemnani authored Jan 01, 2026


Signed-off-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

5ac55eb3

feat: support LoRA for DeepSeek-OCR(Language Model part) (#31569) · 27864a85

zhima771 authored Jan 02, 2026


Signed-off-by: zhima771 <15836938703@163.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

27864a85

31 Dec, 2025 3 commits

[Bugfix] Fix BAGEL online serving for text and image understanding (#31546) · d8da76f3

Fanjiang Ye authored Dec 31, 2025


Signed-off-by: Dylan1229 <yvanphys@gmail.com>
Signed-off-by: UED <zxr3611244710@gmail.com>
Signed-off-by: mr-ye-cao <yecaoyc2019@gmail.com>
Co-authored-by: UED <zxr3611244710@gmail.com>
Co-authored-by: mr-ye-cao <yecaoyc2019@gmail.com>
Co-authored-by: Mr-Ye-Cao <60802056+Mr-Ye-Cao@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

d8da76f3

Add GLM-ASR multimodal support (#31436) · d722e9e6

baonudesifeizhai authored Dec 31, 2025

Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

d722e9e6

Add get_expert_mapping to NemotronHModel (for LoRA support) (#31539) · 108a2728
danisereb authored Dec 31, 2025
```
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
```
108a2728

30 Dec, 2025 1 commit

[Model] Add support for openPangu moe model (#28775) · 3f52fa5a

yt0428 authored Dec 31, 2025


Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

3f52fa5a

29 Dec, 2025 2 commits
- Optimize QKNorm for MiniMax-M2/M2.1 (#31493) · 5bc66411
  Roger Young authored Dec 30, 2025
```
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
```
  5bc66411
- Replace `nn.ConvNd` with vLLM's `ConvNdLayer` for Transformers modeling backend (#31498) · e37e7349
  Harry Mellor authored Dec 29, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  e37e7349
26 Dec, 2025 4 commits

[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) · ce1eafd1

Jee Jee Li authored Dec 26, 2025


Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>

ce1eafd1

[Misc] Fix Qwen2-MoE shared_expert_gate (#31339) · c3666f56
Jee Jee Li authored Dec 26, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
c3666f56
Support LoRA and GPTQModel for PLaMo 2/3 (#31322) · 9ee05cbe
Shinichi Hemmi authored Dec 26, 2025
```
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
```
9ee05cbe

Feature/isaac 0.1 (#28367) · b7165d53

oscardev256 authored Dec 25, 2025


Signed-off-by: oscardev256 <42308241+oscardev256@users.noreply.github.com>
Signed-off-by: Oscar Gonzalez <ogonzal6@alumni.jh.edu>
Signed-off-by: Yang <lymailforjob@gmail.com>
Co-authored-by: Yang <lymailforjob@gmail.com>

b7165d53

25 Dec, 2025 1 commit
- [Model][Ernie4.5-VL] Support video metadata for timestamp rendering (#31274) · 2d6001f4
  SongHe authored Dec 25, 2025
```
Signed-off-by: dengsonghe <dengsonghe@baidu.com>
Co-authored-by: dengsonghe <dengsonghe@baidu.com>
```
  2d6001f4
24 Dec, 2025 7 commits
- [Chore][1/2] Drop `v0.14` deprecations (#31285) · 09dc7c69
  Cyrus Leung authored Dec 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  09dc7c69
- [Model] Introduce verify_and_update_model_config for VerifyAndUpdateConfig. (#31131) · bd89ce16
  wang.yuqi authored Dec 24, 2025
```
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
```
  bd89ce16
- [Bugfix][ROCm] Fix load issue on deepseek quark quantization when shared expert enabled (#31261) · b41aeb34
  Pleaplusone authored Dec 24, 2025
```
Signed-off-by: ganyi <ygan@amd.com>
```
  b41aeb34
- [Qwen3-Omni] fixed _get_feat_extract_output_lengths function (#31007) · bb24592d
  Xiong Wang authored Dec 24, 2025
```
Signed-off-by: Xiong Wang <wangxiongts@163.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  bb24592d
- [ROCm][CI][Bugfix] Fix Siglip2 rotary embedding dispatch and InternVL video test tolerance (#31235) · e42894f5
  Andreas Karatzas authored Dec 23, 2025
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  e42894f5
- [Bug] Fix `Number of dimensions of tensors must match.` for Deepseek V3.2 (#31160) · 76e6a951
  Wentao Ye authored Dec 23, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  76e6a951
- [Bugfix] Enable `dynamic_dims` for different embeds shape (#31223) · dd424571
  Cyrus Leung authored Dec 24, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  dd424571
23 Dec, 2025 4 commits
- adapt voxtral (#31095) · 3faa8bee
  Patrick von Platen authored Dec 23, 2025
```
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
```
  3faa8bee
- Add util function for checking nesting of rope parameters (#31146) · b10d47e0
  Harry Mellor authored Dec 23, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  b10d47e0
- [Frontend] Support using chat template as custom score template for reranking models (#30550) · 23daef54
  Jakub Zakrzewski authored Dec 23, 2025
```
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
```
  23daef54
- [Bugfix] Fix Jais2ForCausalLM (#31198) · 6b16fff0
  Jee Jee Li authored Dec 23, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  6b16fff0