Commits · 4e824d1c835d9b57db621297e8d9119bfc32fb2e · OpenDAS / vllm_cscc

24 Mar, 2026 2 commits
- [Model Runner V2][Minor] Simplify PP logic (#38031) · 4e824d1c
  Nick Hill authored Mar 24, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  4e824d1c
- [Model Runner V2] Gather multimodal embeddings before draft model postprocess (#37932) · 8f4824b6
  Giancarlo Delfin authored Mar 23, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  8f4824b6
22 Mar, 2026 2 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

[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

20 Mar, 2026 3 commits
- [Model Runner V2] Support Streaming Inputs (#37028) · 85f671b8
  Santino Ramos authored Mar 20, 2026
```
Signed-off-by: Santino Ramos <elsantinoramos@gmail.com>
```
  85f671b8
- [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 1 commit
- [MRV2] Use fp32 for draft logits (#37526) · 40b8363b
  Woosuk Kwon authored Mar 19, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  40b8363b
18 Mar, 2026 1 commit
- [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
14 Mar, 2026 1 commit
- [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
12 Mar, 2026 1 commit
- [Model Runner V2] Do not initialize sampler for non-last PP ranks (#36824) · 2f8b4ce0
  Woosuk Kwon authored Mar 11, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  2f8b4ce0
11 Mar, 2026 3 commits
- [Model Runner V2] Add WhisperModelState [6/N] (#35790) · 55eed6b7
  Woosuk Kwon authored Mar 11, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  55eed6b7
- [Model Runner V2] Add probabilistic rejection sampling for spec decoding (#35461) · c77181e5
  Giancarlo Delfin authored Mar 11, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  c77181e5
- [Model Runner V2] Remove unused warmup_for_prefill method (#36762) · 8ccbcda5
  Woosuk Kwon authored Mar 11, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  8ccbcda5
10 Mar, 2026 1 commit
- [Model Runner V2] Use unpadded num_tokens for PW CUDA graph attn metadata (#36626) · f088a831
  Woosuk Kwon authored Mar 10, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  f088a831
09 Mar, 2026 3 commits
- [MRV2] Extensible CG dispatch rework (#35959) · 483463f7
  Lucas Wilkinson authored Mar 09, 2026
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  483463f7
- [Model Runner V2] Use NamedTuple for `execute_model_state` (#35930) · 10a5f4d5
  Woosuk Kwon authored Mar 09, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  10a5f4d5
- [Model Runner V2] Add dummy profile_cudagraph_memory API (#36520) · 6e956d9e
  Woosuk Kwon authored Mar 09, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  6e956d9e
05 Mar, 2026 1 commit
- [Hardware] Replace `torch.cuda.synchronize()` api with `torch.accelerator.synchronize` (#36085) · 66a22096
  Kunshang Ji authored Mar 05, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  66a22096
04 Mar, 2026 3 commits
- [Model Runner V2] Misc code simplification (#35941) · a3299c3d
  Nick Hill authored Mar 04, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  a3299c3d
- [Model Runner V2] Fix pooling (#36019) · 417fd28f
  Nick Hill authored Mar 04, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  417fd28f
- [Hardware] Replace `torch.cuda.empty_cache` with `torch.accelerator.empty_cache` (#30681) · 16d2ad1d
  Kunshang Ji authored Mar 04, 2026
```
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  16d2ad1d
03 Mar, 2026 4 commits
- [Model Runner V2] support dp & ep for spec decoding (#35294) · 97286a20
  zhrrr authored Mar 04, 2026
```
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
```
  97286a20
- [Model Runner V2] Fix inputs_embeds=None bug for MM models (#35917) · 467886a0
  Woosuk Kwon authored Mar 03, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  467886a0
- [Model Runner V2] Use ModelState.prepare_attn() for cuda graph capture [5/N] (#35774) · a0a5178a
  Woosuk Kwon authored Mar 02, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  a0a5178a
- [Model Runner V2][Perf] align dummy_run tokens to uniform decode for dp cudagraph (#35376) · 168ee03e
  zhrrr authored Mar 03, 2026
```
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
```
  168ee03e
28 Feb, 2026 3 commits
- [Model Runner V2] Add ModelStateInterface [4/N] (#35621) · e3eb146f
  Woosuk Kwon authored Feb 28, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  e3eb146f
- [Model Runner V2] Move MM encoder to Model States [3/N] (#35564) · 1a014a0a
  Woosuk Kwon authored Feb 27, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  1a014a0a
- [Model Runner V2] Support pooling models (#35120) · 86ac7bcf
  Woosuk Kwon authored Feb 27, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  86ac7bcf
26 Feb, 2026 4 commits
- [Model Runner V2] Prepare attn metadata in ModelState [2/N] (#35383) · 3d66502e
  Woosuk Kwon authored Feb 26, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  3d66502e
- [Model Runner V2] Add model states [1/N] (#35350) · c66aa48e
  Woosuk Kwon authored Feb 26, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  c66aa48e
- [Model Runner V2] Fix error-handling (#35063) · b6d5a172
  Nick Hill authored Feb 26, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  b6d5a172
- [Model Runner V2] Add coding style guide (#35325) · 13025e71
  Woosuk Kwon authored Feb 25, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  13025e71
23 Feb, 2026 2 commits
- [Model Runner V2] Remove propose_draft method (#35070) · c645e9a2
  Woosuk Kwon authored Feb 22, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  c645e9a2
- [Model Runner V2][Minor] Remove redundant `do_spec_decode` field (#35039) · 944ffb59
  Nick Hill authored Feb 22, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
```
  944ffb59
22 Feb, 2026 2 commits
- [Model Runner V2] Enable CUDA graph for Eagle3 (#35040) · 2cbf9656
  Woosuk Kwon authored Feb 21, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  2cbf9656
- [Model Runner V2] Support attention group (#35036) · b71fbd06
  Woosuk Kwon authored Feb 21, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  b71fbd06
21 Feb, 2026 1 commit
- [Model Runner V2] Support Eagle3 (no CUDA graph) (#35029) · a4047d4e
  Woosuk Kwon authored Feb 21, 2026
```
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
```
  a4047d4e
20 Feb, 2026 1 commit
- [Model Runner V2] Minor CPU optimizations (#34856) · 40b2f1c3
  Nick Hill authored Feb 19, 2026
```
Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  40b2f1c3
18 Feb, 2026 1 commit
- [Model Runner V2] support piecewise & mixed cudagraph (#32771) · 11d3976b
  zhrrr authored Feb 19, 2026
```
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
```
  11d3976b