Commits · 63f49b8bd46b477da384c2cdd6613bf45ed3d515 · OpenDAS / vllm_cscc · GitLab

22 Mar, 2026 5 commits
- [Model Runner V2] Enable piecewise CUDA graphs for pipeline parallelism (#35162) · 63f49b8b
  zhanqiuhu authored Mar 22, 2026
```
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
  63f49b8b
- [MRV2] Use FP64 for Gumbel noise (#37798) · a5e9d511
  Woosuk Kwon authored Mar 22, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  a5e9d511
- [MRV2] Skip hidden states allocation for PW CUDA graphs (#37818) · ce9b1d76
  Woosuk Kwon authored Mar 22, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  ce9b1d76
- [Model Runner V2] Support multi-modal embeddings for spec decode model (#36097) · b3e84601
  Giancarlo Delfin authored Mar 22, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
  b3e84601
- [Bugfix] Fix pooling non-determinism from pinned prompt_lens aliasing (#37775) · 66f927f2
  Andreas Karatzas authored Mar 21, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  66f927f2
21 Mar, 2026 1 commit
- [Hybrid] calling get_mamba_groups() once at MambaCopyBuffers.create() (#37318) · 298e5108
  Francesco Fusco authored Mar 21, 2026
```
Signed-off-by: Francesco Fusco <ffu@zurich.ibm.com>
```
  298e5108
20 Mar, 2026 8 commits
- elastic_ep: Fix issues with repeated scale up/down cycles (#37131) · c57d38d6
  Itay Alroy authored Mar 21, 2026
```
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
```
  c57d38d6
- [Model Runner V2] Support Streaming Inputs (#37028) · 85f671b8
  Santino Ramos authored Mar 20, 2026
```
Signed-off-by: Santino Ramos <elsantinoramos@gmail.com>
```
  85f671b8
- [Attention] Support distinguishing between short extends and decodes (#37303) · e1d85e5c
  Lucas Wilkinson authored Mar 20, 2026
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  e1d85e5c
- fix CUDAGraph memory being counted twice (#37426) · 79eb9369
  Peter Pan authored Mar 21, 2026
```
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Peter Pan <peter.pan@daocloud.io>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
```
  79eb9369
- [MRV2] Avoid recompilation of _gather_block_tables_kernel (#37645) · e80cfe57
  Woosuk Kwon authored Mar 20, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  e80cfe57
- [Model] Deprecate the score task (this will not affect users). (#37537) · ed359c49
  wang.yuqi authored Mar 20, 2026
```
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
```
  ed359c49
- [Model Runner V2] Fix draft logits not populated during cudagraph replay (#37639) · dcee9be9
  Giancarlo Delfin authored Mar 20, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  dcee9be9
- [Model Runner V2] fix draft attention metadata generation (#37364) · 39474513
  Giancarlo Delfin authored Mar 19, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  39474513
19 Mar, 2026 6 commits
- [CPU][UX] Do not crash when tcmalloc/libiomp are not ldpreloaded (#37561) · 2890aecc
  Fadi Arafeh authored Mar 19, 2026
```
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
```
  2890aecc
- [MRV2] Use fp32 for draft logits (#37526) · 40b8363b
  Woosuk Kwon authored Mar 19, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  40b8363b
- Support temporal compression for Nemotron-3-VL videos (#36808) · 0b6d5262
  Collin McCarthy authored Mar 19, 2026
```
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
```
  0b6d5262
- [Perf] Fix slow hasattr in CUDAGraphWrapper.__getattr__ (#37425) · d3cc3795
  Ziming Huang authored Mar 19, 2026
```
Signed-off-by: 智鸣 <hzm414167@alibaba-inc.com>
```
  d3cc3795
- [Perf] Optimize token_embed for pooling models, 1.0% token throughput improvement (#37347) · e37ff5b5
  Wentao Ye authored Mar 18, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  e37ff5b5
- [Model Runner V2] Spec decode rejection sampler logprobs support (#37237) · 053f3b63
  Giancarlo Delfin authored Mar 18, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  053f3b63
18 Mar, 2026 5 commits
- [Model Runner V2] Spec decode rejection sampler greedy support (#37238) · 04244fd0
  Giancarlo Delfin authored Mar 18, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  04244fd0
- fix(worker): optimize swap_states to copy only active token prefixes (#34733) · 00910171
  Philip Ottesen authored Mar 18, 2026
```
Signed-off-by: Philip Ottesen <phiott256@gmail.com>
```
  00910171
- [V0 Deprecation] Deprecate virtual engine (#37195) · 0d81a1fe
  Wentao Ye authored Mar 18, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  0d81a1fe
- [Log] Reduce duplicate log (#37313) · c373b5c0
  Wentao Ye authored Mar 18, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c373b5c0
- [kv_offload+HMA][0/N]: Support block-level preemption handling (#34805) · fcf0687b
  Or Ozeri authored Mar 18, 2026
```
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
```
  fcf0687b
17 Mar, 2026 3 commits
- [Bugfix][ROCm] Fix worker startup OOM on ROCm by skipping unreliable cudagraph... · e8f9dbc3
  JartX authored Mar 17, 2026
```
[Bugfix][ROCm] Fix worker startup OOM on ROCm by skipping unreliable cudagraph memory profiling (#36720)
Signed-off-by: JartX <sagformas@epdcenter.es>
```
  e8f9dbc3
- [Bugfix] Fix DP MTP Dummy Run (#35243) · f63ed7b5
  Benjamin Chislett authored Mar 17, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  f63ed7b5
- [Bugfix] Fix NemotronH MTP + Chunked Prefill (#35447) · 8a680463
  Benjamin Chislett authored Mar 17, 2026
  
  8a680463
16 Mar, 2026 6 commits
- [BUGFIX][Mamba] Use uint64 for address in KVBlockZeroer (#37197) · d1572160
  Kunshang Ji authored Mar 17, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  d1572160
- [Bugfix] Disable cross-layer KV cache for MLA attention backends (#37090) · ca1954d5
  haosdent authored Mar 17, 2026
```
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
```
  ca1954d5
- [Spec Decode] Update extract_hidden_states to use deferred kv_connector clear (#37013) · 04bf5a35
  Fynn Schmitt-Ulms authored Mar 16, 2026
  
  04bf5a35
- [Hardware] Replace memory related torch.cuda APIs (#37031) · 747b0681
  Kunshang Ji authored Mar 16, 2026
```
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
```
  747b0681
- [Model Runner V2] Fix processed logits in sample() (#37144) · 96efb914
  Woosuk Kwon authored Mar 16, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  96efb914
- [Bugfix] Avoid LD_PRELOAD check on MacOS (#37145) · 7362b445
  Li, Jiang authored Mar 16, 2026
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  7362b445
14 Mar, 2026 3 commits

[Model Runner V2] Add Support for XD-RoPE (#36817) · 3ed46f37
Santino Ramos authored Mar 14, 2026
```
Signed-off-by: Santino Ramos <elsantinoramos@gmail.com>
```
3ed46f37
[V1] Remove pin_memory() in async_copy_to_gpu to fix sporadic stalls (#37006) · a116f969
sbeurnier authored Mar 14, 2026
```
Signed-off-by: Sebastien Beurnier <sbeurnier@together.ai>
```
a116f969

[UX] Improve UX of CPU backend (#36968) · 092ace9e

Li, Jiang authored Mar 14, 2026

Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

092ace9e

13 Mar, 2026 3 commits
- [Refactor] Consolidate SupportsEagle (#36063) · 8b346309
  Benjamin Chislett authored Mar 13, 2026
```
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  8b346309
- [Bugfix][Spec Decode] Avoid double call of Ngram CPU (#36952) · d0b40297
  Ekagra Ranjan authored Mar 13, 2026
```
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
```
  d0b40297
- [Model Runner V2] Some code simplification (#36929) · cd32d6f5
  Nick Hill authored Mar 12, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  cd32d6f5