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4625 Commits

Author SHA1 Message Date
Flora Feng
186ea22efe [Misc][Harmony] Move Responses API only harmony utils to responses/harmony.py (#35339) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-02-26 14:35:16 +08:00
Jason Li
9d37941017 [torch.compile] Sequence Parallelism threshold compile ranges (#28672) 
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Signed-off-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-26 05:00:12 +00:00
Hanjie Qiu
71dfce6aa6 [Kernel] Refactor FlashInfer allreduce for mnnvl backend (#34109) 
Signed-off-by: hjjq <50634613+hjjq@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-02-26 03:17:20 +00:00
Seungmin Kim
160424a937 [Bugfix] Fix CUDA compatibility path setting for both datacenter and consumer NVIDIA GPUs (#33992) 
Signed-off-by: Seungmin Kim <8457324+ehfd@users.noreply.github.com>
Signed-off-by: Andrew Mello <19512127+88plug@users.noreply.github.com>
Co-authored-by: 88plug <19512127+88plug@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-25 18:15:51 -08:00
Michael Goin
de527e1cec [UX] Add --moe-backend arg for explicit kernel selection (#33807) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-25 17:44:44 -08:00
Yongye Zhu
1976356ee6 [MoE Refactor] MXFP4 Cutlass Experts to MK (#34542) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-02-25 17:32:39 -08:00
Ming Yang
6831650c40 [offloader] v2: Hide weight onloading latency via prefetching (#29941) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-25 17:20:59 -08:00
Andreas Karatzas
9571e99945 [ROCm][CI] Extending attention backend coverage for Eagle spec decode tests (#35265) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-25 14:16:18 -08:00
Elizabeth Thomas
c97234c08b fix(mxfp4): Disable monolithic path for TRITON backend with EP (#34270) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-25 13:33:42 -08:00
rasmith
b188bab441 [CI][AMD][BugFix] Add torch.cuda.set_device to test_punica_ops so punica kernels execute on same device as tensor (#34985) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-25 19:18:00 +00:00
Andreas Karatzas
8fd6975479 [ROCm][CI] Disable skinny GEMMs in multimodal tests to fix non-deterministic results (#35049) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-25 16:48:37 +00:00
pushkar
5d18bf8b32 [Bugfix] Fix Harmony preamble visibility in Responses API (#32114) 
Signed-off-by: Pushkar Patel <git@thepushkarp.com>
Signed-off-by: pupa <pupa@users.noreply.github.com>
 2026-02-25 08:08:16 -08:00
Bhoomit
42489e43c2 [Misc][LoRA] Increase max vocab size limit to 258048 in logits processor (#34773) 
Signed-off-by: Bhoomit Vasani <vbhoomit@amazon.com>
 2026-02-25 23:30:55 +08:00
Mario Hong
af5e6afa0a [Bugfix] Fix step3p5 reasoning with interleaved thinking (#34211) 
Signed-off-by: mariohong <mariohong128@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-02-25 15:13:01 +00:00
Benjamin Chislett
ee59a7c615 [Tests] Add GSM8k check to SpecDec E2E tests (#34772) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-02-25 07:51:14 -05:00
Yanwen Lin
675ec59aa9 [Bugfix][CPU] Fix basic unit tests failing in CPU platforms (#34677) 
Signed-off-by: Yanwen Lin <lyw1124278064@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-25 08:36:15 +00:00
Laura Wang
2465071510 [Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828) 
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2026-02-24 23:01:53 -08:00
Kunshang Ji
8ad54a991b [Platform] Add current_platform.num_compute_units interface (#35042) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-02-24 22:22:49 -08:00
Chen Zhang
8fae54faff [Linear Attention] fix bug for linear attention + prefix caching + reset_prefix_cache (#35157) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2026-02-24 22:00:19 -08:00
Harry Mellor
f7967577f5 Remove requirement to use --hf-overrides for DeepseekVLV2ForCausalLM (#35203) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-24 22:00:06 -08:00
Andreas Karatzas
2ff3e436ad [Responses][CI] Filter negative token IDs in schema fuzz test to avoid 500 errors (#35231) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-25 05:52:44 +00:00
Rohan Potdar
f38f8c9742 [ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-25 04:36:40 +00:00
Flora Feng
ec1d30c0f6 [Responses] Decouple SSE event helpers from Harmony context (#35148) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-02-24 20:05:25 -08:00
Pooya Davoodi
e3b2324ec4 [Frontend] Use init_app_state and FrontendArgs in run_batch (#32967) 
Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-24 19:40:39 -08:00
Nick Hill
dbf0da817a [Core] Cleanup engine pause/sleep logic (#34528) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-24 19:33:34 -08:00
Xin Yang
3bbb2046ff [Bugfix] Fix expert_ids padding values in moe_align_block_size kernel (#35161) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-24 17:14:24 -08:00
Andreas Karatzas
067c5d9ad1 [ROCm][CI] Added MI325 mirrors (#34923) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-24 13:37:15 -08:00
Benjamin Chislett
f5972a872f [Model][Spec Decode] Nemotron-H MTP and Mamba Speculative Decoding Support (#33726) 
Signed-off-by: Shahar Mor <smor@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-24 09:49:56 -08:00
Robin Nabel
0de5333989 Fix GLM4 parser tests (#34905) 
Signed-off-by: Robin Nabel <opensource@nabel.co>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-02-24 22:27:42 +08:00
Eldar Kurtić
a87cc50859 [Attn,KV-cache] Use per-head scales in the attention selector (#34281) 
Signed-off-by: Your Name <you@example.com>
Signed-off-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Your Name <you@example.com>
 2026-02-24 09:02:43 -05:00
Isotr0py
d12d201409 [Bugfix] Fix failing FunASR processor test (#35111) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-24 04:13:45 -08:00
eustlb
b3ad37c5db [glm-asr] change defaults dummy audio size (#35108) 
Signed-off-by: Eustache Le Bihan <eulebihan@gmail.com>
 2026-02-24 04:13:33 -08:00
BadrBasowid
6af03f2394 [Refactor] [1/N] Reorganize kernel abstraction directory (#34055) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-24 06:47:22 +00:00
Nicolò Lucchesi
f91808ae0d [MM] Allow audio chunking for offline LLM (#34628) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-23 21:04:28 -08:00
Rohan Potdar
2ff4e51152 [ROCm] AITER fused RoPE+KVCache (#33443) 
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>
 2026-02-23 19:06:00 -08:00
Xin Yang
a7c9f7b7ec [Bugfix] Fix lora_ids in FusedMoE LoRA test (#35135) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-23 21:49:25 -05:00
Michael Goin
a4bd661fb3 [Perf] Enable FlashInfer DeepGEMM swapAB on SM90 by default (#34924) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-23 17:34:41 -08:00
Harry Mellor
28c5e69ba0 Enforce that model is the first positional arg when --served-model-name is used (#34973) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-23 08:38:05 -08:00
haosdent
a2ba6a5244 [Bugfix] Fix prefix caching for Mamba 'all' mode (Nemotron models) (#34874) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-23 17:31:51 +01:00
Robert Shaw
d13ece38d7 [CI] Skip Responses API (#34990) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-02-23 07:46:45 -08:00
Cyrus Leung
392645454b [Refactor] Decouple TimingContext from InputProcessingContext (#35083) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-23 14:15:50 +00:00
Eldar Kurtić
1e8438a89a [Llama4,CI] Bring back Llama-4 bug fixes, and also fix Maverick tests (#35033) 
Signed-off-by: Eldar Kurtic <you@example.com>
Co-authored-by: Eldar Kurtic <you@example.com>
 2026-02-23 09:04:34 -05:00
Andreas Karatzas
5f68464f92 [ROCm][CI] Fix spec decode profile assertion and logprob test determinism (#35043) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-23 05:05:54 -08:00
Neil Schemenauer
54e2f83d0a [Feature] Lazy import for the "mistral" tokenizer module. (#34651) 
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
 2026-02-23 00:43:01 -08:00
Cyrus Leung
987506bca6 [Refactor] Simplify dummy data generation (#35025) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-22 20:55:27 -08:00
tacos8me
b7892a3bef [Model] Add NVFP4 quantization support for Step3.5-Flash (#34478) 
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>
 2026-02-22 12:30:46 -07:00
Andreas Karatzas
dd8c3a7fb2 [ROCm][CI] Fix realtime test timeouts caused by aiter JIT compilation delays (#35052) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-22 10:07:18 +00:00
Andreas Karatzas
a8a47c17b6 [ROCm][CI] Fix flaky embedding chat test by using tolerance-based comparison (#35050) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-22 09:03:44 +00:00
Roger Wang
40f88d8318 [Bugfix] Fix Qwen3/Qwen3.5 Reasoning Parser (#34779) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-21 23:15:35 -08:00
Athrael Soju
970861ac0c [New Model] Add ColModernVBERT (#34558) 
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Signed-off-by: athrael-soju <athrael-soju@users.noreply.github.com>
 2026-02-22 12:23:41 +08:00