Commits · 67fe677c53e7a5f5d27a4f07edd66f44bea0495c · OpenDAS / vllm_cscc

26 Jan, 2026 19 commits

[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
[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


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e33192b2

[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

[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 4 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
[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


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Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

7e67df55

[Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) · fcb9df99
Roberto L. Castro authored Jan 25, 2026
```
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
```
fcb9df99

24 Jan, 2026 17 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>
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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
- [MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) · da5e7b12
  Lucas Wilkinson authored Jan 24, 2026
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  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
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  5fa0f6ef
- feat: Complete LoRA support for MiniMaxM2 Fixes #32736 (#32763) · bc0d291b
  david guan authored Jan 24, 2026
```
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
```
  bc0d291b
- [Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
  Isotr0py authored Jan 24, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  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
```
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
```
  0f19427d
- [UX] Deduplicate sampling parameter startup logs (#32953) · 51931c5c
  Cyrus Leung authored Jan 24, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  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
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  8edaf385
- [Tests] Standardize RNG seed utility across test files (#32982) · 0ccecf88
  7. Sun authored Jan 24, 2026
```
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
```
  0ccecf88
- [Perf] Cache xpu_get_mem_info() result to avoid duplicate calls (#32983) · 14d03b8d
  7. Sun authored Jan 24, 2026
```
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
```
  14d03b8d
- [ROCm][ViT] Enable Flash Attention Triton backend on RDNA3/RDNA4 (#32944) · 97ef11dd
  monajafi-amd authored Jan 23, 2026
```
Signed-off-by: mohammad najafi <mohammad.najafi@amd.com>
```
  97ef11dd
- [Bugfix] Fix FusedMoE LoRA kernel offs_token out of bound value (#32279) · ecc3dd66
  Xin Yang authored Jan 23, 2026
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  ecc3dd66
- [Core][Bugfix] allow graceful worker termination (#32965) · 7e1f10d5
  Joe Runde authored Jan 23, 2026
```
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
```
  7e1f10d5