Commits · c870eb9e0f001ed5d07e6b6e2eb5e500a080a717 · OpenDAS / vllm_cscc

24 Feb, 2026 13 commits
- [LoRA] Update LoRA expand kernel block_n calculation (#32621) · c870eb9e
  Xin Yang authored Feb 23, 2026
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  c870eb9e
- [Refactor] [1/N] Reorganize kernel abstraction directory (#34055) · 6af03f23
  BadrBasowid authored Feb 24, 2026
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Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
```
  6af03f23
- [CI/Build] Remove redundant OpenTelemetry pip install from CI configs (#35032) · 1a6cf39d
  Vlad Tiberiu Mihailescu authored Feb 24, 2026
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Signed-off-by: Vlad Mihailescu <vtmihailescu@gmail.com>
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  1a6cf39d
- [MM] Allow audio chunking for offline LLM (#34628) · f91808ae
  Nicolò Lucchesi authored Feb 24, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
```
  f91808ae
- [BUGFIX][Qwen3.5] Hardcode `mlp.gate` as not quantizable (#35156) · 33a0d43c
  Vadim Gimpelson authored Feb 24, 2026
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
```
  33a0d43c
- gpu_model_runner: Cache is_encoder_decoder from model config (#35099) · 80d93fd6
  pschlan-amd authored Feb 24, 2026
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Signed-off-by: Patrick Schlangen <pschlan@amd.com>
```
  80d93fd6
- [Quantization] Support FP8 MoE bias for models like GPT-OSS (#34906) · ec853405
  Jia Guo authored Feb 23, 2026
```
Signed-off-by: jasperjiaguo <jasperg662@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
```
  ec853405
- [ROCm] AITER fused RoPE+KVCache (#33443) · 2ff4e511
  Rohan Potdar authored Feb 23, 2026
```
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: charlifu <charlifu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
```
  2ff4e511
- [Mamba1] - Change supports_update_block_table to True (#35054) · 95642441
  Asaf Gardin authored Feb 24, 2026
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Signed-off-by: Josephasafg <ajgard7@gmail.com>
```
  95642441
- [Bugfix] Fix lora_ids in FusedMoE LoRA test (#35135) · a7c9f7b7
  Xin Yang authored Feb 23, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  a7c9f7b7
- [Perf] Enable FlashInfer DeepGEMM swapAB on SM90 by default (#34924) · a4bd661f
  Michael Goin authored Feb 23, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  a4bd661f
- [Bugfix] Fix DSV3 kernels breaking _C and _moe_C on unsupported arches (#35123) · 3ef9fd0f
  Michael Goin authored Feb 23, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  3ef9fd0f
- [Perf] Improve default triton fused moe configs (#34846) · 22a97e66
  Michael Goin authored Feb 23, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  22a97e66
23 Feb, 2026 25 commits
- [RL] Validation for pause_mode='keep' (#34992) · 596ed1f0
  Aaron Hao authored Feb 23, 2026
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Signed-off-by: ahao-anyscale <ahao@anyscale.com>
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  596ed1f0
- [Misc] Monitor interface changes (#35113) · b8d8b7e9
  Nicolò Lucchesi authored Feb 23, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  b8d8b7e9
- Enforce that `model` is the first positional arg when `--served-model-name` is used (#34973) · 28c5e69b
  Harry Mellor authored Feb 23, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  28c5e69b
- Fix custom processors that use deleted import for Transformers v5 (#35101) · 864167d3
  Harry Mellor authored Feb 23, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  864167d3
- [Bugfix] Fix prefix caching for Mamba 'all' mode (Nemotron models) (#34874) · a2ba6a52
  haosdent authored Feb 24, 2026
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Signed-off-by: haosdent <haosdent@gmail.com>
```
  a2ba6a52
- Use Xet high performance mode for Transformers v5 (#35098) · c4f38696
  Harry Mellor authored Feb 23, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  c4f38696
- [Bugfix] Fix MRotaryEmbedding missing `truncate` attr with YaRN scaling (#35080) · a7f341c3
  haosdent authored Feb 24, 2026
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Signed-off-by: haosdent <haosdent@gmail.com>
```
  a7f341c3
- [CI] Skip Responses API (#34990) · d13ece38
  Robert Shaw authored Feb 23, 2026
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  d13ece38
- [Metrics] Add Prometheus counters for Model FLOPs Utilization (MFU) (#30950) · 5cc7c445
  Mark McLoughlin authored Feb 23, 2026
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Export the existing Model FLOPs Utilization (MFU) metrics via Prometheus.

`--enable-mfu-metrics` is required for these to be exposed.
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
```
  5cc7c445
- [kv-cache, ct] Use compressed-tensors as a source of ground-truth for quant strategies (#34254) · b95bb692
  Eldar Kurtić authored Feb 23, 2026
```
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
```
  b95bb692
- [Refactor] Decouple TimingContext from InputProcessingContext (#35083) · 39264545
  Cyrus Leung authored Feb 23, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  39264545
- [Llama4,CI] Bring back Llama-4 bug fixes, and also fix Maverick tests (#35033) · 1e8438a8
  Eldar Kurtić authored Feb 23, 2026
```
Signed-off-by: Eldar Kurtic <you@example.com>
Co-authored-by: Eldar Kurtic <you@example.com>
```
  1e8438a8
- [ModelBash][DSV3] Add TRTLLM DSV3 Router GEMM kernel (6% B1 Speedup) (#34302) · 8435b2e0
  Robert Shaw authored Feb 23, 2026
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  8435b2e0
- [XPU] allow TORCH_SDPA/TRITON_ATTN as XPU vit Backend (#35010) · b1b5e045
  Yan Ma authored Feb 23, 2026
```
Signed-off-by: Yan Ma <yan.ma@intel.com>
```
  b1b5e045
- [ROCm][CI] Fix spec decode profile assertion and logprob test determinism (#35043) · 5f68464f
  Andreas Karatzas authored Feb 23, 2026
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  5f68464f
- [CLEANING] Remove unused disable_by_batch_size from SpeculativeConfig (#35060) · aa08a30f
  Vincent Gimenes authored Feb 23, 2026
```
Signed-off-by: Vincent Gimenes <vincent.gimenes@gmail.com>
```
  aa08a30f
- [Refactor] Remove dead private func `_fp8_perm` and `_extract_mask_for_item` (#35068) · 7f40e9e5
  Wentao Ye authored Feb 23, 2026
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  7f40e9e5
- Fix pipeline parallel with embed scaling in the Transformers modelling backend (#35094) · 103e614b
  Harry Mellor authored Feb 23, 2026
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  103e614b
- [Feature] Lazy import for the "mistral" tokenizer module. (#34651) · 54e2f83d
  Neil Schemenauer authored Feb 23, 2026
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Signed-off-by: Neil Schemenauer <nas@arctrix.com>
```
  54e2f83d
- fix: Apply embedding_multiplier to inputs_embeds (#34813) · e631f8e7
  Gabe Goodhart authored Feb 23, 2026
```
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  e631f8e7
- [BugFix]: Fix local mypy issues (#34739) · e97c46a9
  Martin Hickey authored Feb 23, 2026
```
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  e97c46a9
- [Bugfix] Fix kernel benchmark (#33752) · 7291d1b2
  Jee Jee Li authored Feb 23, 2026
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  7291d1b2
- [Refactor] Simplify dummy data generation (#35025) · 987506bc
  Cyrus Leung authored Feb 23, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  987506bc
- [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

[Spec Decode] Reduce TP communication for speculative decoding draft token generation (#34049) · 2bcf71b9
qizixi authored Feb 22, 2026
```
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
```
2bcf71b9

[Model] Add NVFP4 quantization support for Step3.5-Flash (#34478) · b7892a3b

tacos8me authored Feb 22, 2026


Signed-off-by: tacos8me <ian@cloudhabit.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

b7892a3b