Commits · 8caffd92dfb011733b3c71c76756a687f64eb3ae · OpenDAS / vllm_cscc

26 Jan, 2026 31 commits

[Bugfix][MXFP4] Call `trtllm_fp4_block_scale_moe` with kwargs (#33104) · 8caffd92
Pengchao Wang authored Jan 26, 2026
```
Signed-off-by: Pengchao Wang <wpc@fb.com>
```
8caffd92
[fix] CPUDNNLGEMMHandler pointer baked into inductor artifact (#32913) · 58a05b0c
dolpm authored Jan 26, 2026
```
Signed-off-by: dolpm <34420038+dolpm@users.noreply.github.com>
```
58a05b0c

[Logging] add `--disable-access-log-for-endpoints` CLI option (#30011) · 6ee7f18f

Jared Wen authored Jan 27, 2026



Add a new CLI option --disable-access-log-for-endpoints to suppress
uvicorn access logs for specified endpoints (e.g., /health, /metrics, /ping).

This addresses the need to reduce log noise in production environments
where health check endpoints are frequently polled by load balancers or
monitoring systems, generating excessive log entries that obscure
meaningful request logs.

Fixes #29982
Signed-off-by: JaredforReal <w13431838023@gmail.com>

6ee7f18f

[Refactor] Remove unused `_moe_permute` function (#33108) · 8f987883
Wentao Ye authored Jan 26, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
8f987883

[ci] Sync test areas with test-pipeline.yaml and enable new pipeline generator (#33080) · ebe0ba91

Kevin H. Luu authored Jan 26, 2026


Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Kevin Luu <khluu@Kevins-MacBook-Pro.local>

ebe0ba91

[Bugfix] Fix Dtypes for Pynccl Wrapper (#33030) · 43a013c3

Robert Shaw authored Jan 26, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

43a013c3

[Model] Bump transformers version for test registry (#33100) · c25dbee4
Cyrus Leung authored Jan 27, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
c25dbee4
[Bugfix] Fix Voxtral streaming slot_mapping (#33073) · 19ab0f7c
Nicolò Lucchesi authored Jan 26, 2026
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
19ab0f7c

[FIX] Always support TP > 4 for FP4 Gemm (#31099) · 67fe677c

danielafrimi authored Jan 26, 2026


Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@gpu-51.slurm-workers-slurm.slurm.svc.cluster.local>

67fe677c

Remove unused logic in `models/mistral.py` (#33095) · d56afd45
Andy Lo authored Jan 26, 2026
```
Signed-off-by: Andy Lo <andy@mistral.ai>
```
d56afd45
[CI] Fix AssertionError: MCP tool call not found in output_messages (#33093) · a2393ed4
Chauncey authored Jan 26, 2026
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
```
a2393ed4
[ROCm][Bugfix] Fix ptpc scale load issue for fused shared expert path in deepseek mtp (#33018) · be6931ee
Pleaplusone authored Jan 26, 2026
```
Signed-off-by: ganyi <ygan@amd.com>
```
be6931ee
[Bugfix] Fix Can't instantiate abstract class DeepseekV32IndexerBackend (#33052) · 9ef3b718
Chauncey authored Jan 26, 2026
```
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
```
9ef3b718

[GLM-OCR] GLM-OCR with MTP Support (#33005) · bb17e8f1

Yuxuan Zhang authored Jan 26, 2026


Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

bb17e8f1

[Chore] Update type annotation of `input_ids` in model forward (#33063) · dcd80206
Cyrus Leung authored Jan 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
dcd80206

[Performance] Tune Mamba selective scan kernel for B200 (#32873) · f4a0921c

danisereb authored Jan 26, 2026


Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

f4a0921c

[Feature] Add LoRA support for Gemma3 vision components (#32764) · 208c5625
VihaanThat authored Jan 26, 2026

208c5625
[Misc] HF Hub LoRA Resolver (#20320) · 9ac818a5
Alex Brooks authored Jan 26, 2026
```
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
```
9ac818a5
[Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010) · 6ca2c91b
Itay Etelis authored Jan 26, 2026
```
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
```
6ca2c91b

[lora/moe] Improve fused MoE‑LoRA kernel indexing and memory access (#32770) · e33192b2

cwazai authored Jan 26, 2026


Signed-off-by: 陈建华 <1647430658@qq.com>
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e33192b2

[Doc] Further update multi-modal impl doc (#33065) · 61274bde
Cyrus Leung authored Jan 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
61274bde

[StepVL] add step vl offline example (#33054) · b40db4df

ltd0924 authored Jan 26, 2026


Signed-off-by: luotingdan <luotingdan@stepfun.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>

b40db4df

[Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) · 11b55687
Cyrus Leung authored Jan 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
11b55687

Set splitk=1 for fused-moe-lora expand kernel (#32882) · ee484b3f

Danielle Robinson authored Jan 25, 2026


Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

ee484b3f

[Model Runner V2] Add LoRAState to consolidate lora logic (#33062) · a9b53dd4
Woosuk Kwon authored Jan 25, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
a9b53dd4

[Tests] Remove Duplicates (#33032) · 254db42e

Robert Shaw authored Jan 26, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

254db42e

[StepVL] support close img patch (#32923) · 105d1045

ltd0924 authored Jan 26, 2026


Signed-off-by: luotingdan <luotingdan@stepfun.com>
Signed-off-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>

105d1045

[CI] Fix MHA attention test failure (AttributeError when model_config is None... · 566cdb6c

Lucas Wilkinson authored Jan 25, 2026


[CI] Fix MHA attention test failure (AttributeError when model_config is None in ViT attention backend) (#33033)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>

566cdb6c

[Model Runner V2] Minor simplification for finish_requests (#33048) · 2f0d3ba7
Woosuk Kwon authored Jan 25, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
2f0d3ba7
[Model Runner V2] Fix slot_mapping after #25954 (#33046) · edf927bc
Woosuk Kwon authored Jan 25, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
edf927bc
[Bugfix][VLM] Fix transformers backend embed_multimodal for Qwen2.5-VL profiling (#32969) · 22aeb430
Andreas Karatzas authored Jan 25, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
22aeb430

25 Jan, 2026 7 commits
- [Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) · a698e8e7
  Itay Etelis authored Jan 25, 2026
```
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
```
  a698e8e7
- [Doc] Add Qwen2.5 models to batch invariance tested models (#33016) · 151e5451
  zhanqiuhu authored Jan 25, 2026
```
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
```
  151e5451
- [BugFix] Add env variable to control PDL in LoRA (#32836) · 73b24346
  Jee Jee Li authored Jan 25, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  73b24346
- [Bugfix] fix encoder cache hang in Qwen3VL (#32684) · 7e67df55
  JJJYmmm authored Jan 25, 2026
```
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  7e67df55
- [Docs] Fix Apple silicon include path in CPU installation docs (#32977) · ff6c1da4
  7. Sun authored Jan 25, 2026
```
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
```
  ff6c1da4
- [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) · fcb9df99
  Roberto L. Castro authored Jan 25, 2026
```
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
```
  fcb9df99
- [DOC] [ROCm] Update doc for v0.14.1 (#32998) · 1ebdff41
  TJian authored Jan 25, 2026
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  1ebdff41
24 Jan, 2026 2 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
```
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
```
d4dbb7af