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10956 Commits

Author SHA1 Message Date
Flora Feng
3e802e8786 [Mypy] Fix adjust_request typing (#38264) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-31 04:21:18 +00:00
Martin Hickey
350af48e14 [KVConnector] Remove redundant method KVConnectorOutput::merge() (#38546) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-03-31 07:11:02 +03:00
Lucas Kabela
e31915063d [Bugfix] Fix for builtins (forward fix of pytorch/177558) (#37234) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-31 01:08:11 +00:00
Flora Feng
29e48707e8 [Refactor] Consolidate Tool type alias in tool_parsers/utils.py (#38265) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-31 00:55:51 +00:00
sungsoo ha
4ac227222f [Bugfix][DCP] Fix CUDA graph capture for Decode Context Parallelism (#36070) 
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-30 20:20:43 -04:00
Prathmesh Bhatt
93b3ec1585 feat(attention): extract KV-cache update from FlashAttentionDiffKV ba… (#36466) 
Signed-off-by: Prathmesh Bhatt <71340361+Prathmesh234@users.noreply.github.com>
 2026-03-30 23:16:09 +00:00
Netanel Haber
e812bf70bd Restore non-hf processor path for Nano-Nemotron-VL (bypass call_hf_processor_mm_only) - fixes #38018 (#38567) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
 2026-03-30 21:56:52 +00:00
SandishKumarHN
bcc6f67447 [Bugfix] Use null block (0) for padded block table entries (#35431) 
Signed-off-by: SandishKumarHN <sandish@fb.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-30 14:02:51 -07:00
Asaf Gardin
1fc69f59bb [Bug fix][Quantization] Fix dummy weight loading (#38478) 
Signed-off-by: Josephasafg <ajgard7@gmail.com>
 2026-03-30 16:38:02 -04:00
Ilya Markov
12701e8af2 [EPLB] Optmize eplb mapping and record in router for prefill (#36261) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-03-30 19:48:33 +00:00
Benjamin Chislett
494636b29d [Feat][Spec Decode] DFlash (#36847) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-30 15:03:15 -04:00
fangyuchu
b5e608258e [Refactor] Unify engine process monitoring in engine manager and add Ray backend support (#35862) 
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-30 10:16:09 -07:00
Matthew Bonanni
2c734ed0e0 [Bugfix][MLA] Change default SM100 MLA prefill backend back to TRT-LLM (#38562) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-30 09:51:24 -07:00
Chendi.Xue
3b1dbaad4e [HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-03-30 16:47:30 +00:00
Johnny
b4a2f3ac36 [NVIDIA] Bugfix NVFP4 DGX Spark and RTX50 (#38423) 
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
 2026-03-30 09:36:18 -07:00
roikoren755
8e6293e838 [Mamba] Add stochastic rounding support (#35753) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-03-30 12:33:49 -04:00
Hongxia Yang
dbdd9ae067 [ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698) 
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
 2026-03-30 15:49:23 +00:00
Matthias Gehre
e8b055a5ac [Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-03-30 07:30:52 -07:00
Thomas Parnell
7c3f88b2a8 [Bugfix] Remove false-positive format mismatch warnings in FLA ops (#38255) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2026-03-30 12:32:26 +00:00
Li, Jiang
6557f4937f [Bugfix][CPU] Skip set_num_threads after thread binding (#38535) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-30 20:13:00 +08:00
Andreas Karatzas
677424c7ac [Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-30 04:58:53 -07:00
Collin McCarthy
1031c84c36 Fix ambiguous num_blocks for hybrid attn mamba (#37236) 
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-03-30 11:09:45 +00:00
aliialsaeedii
7e76af14fa [Bugfix][Frontend] Return 400 for corrupt/truncated image inputs instead of 500 (#38253) 
Signed-off-by: aliialsaeedii <ali.al-saeedi@nscale.com>
 2026-03-30 10:26:46 +00:00
yzong-rh
3683fe6c06 [Bugfix] Fix shared-object aliasing in n>1 streaming with tool calls (#38158) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Yifan <yzong@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-30 10:12:13 +00:00
Nicolò Lucchesi
cc06b4e86b [Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-03-30 09:41:50 +00:00
Tan Pin Siang
85c0950b1f [ROCm] Enable MORI EP for unquantized MoE with AITER backend (#37529) 
Signed-off-by: Tan Pin Siang <pinsiang.tan@amd.com>
 2026-03-30 15:19:33 +08:00
Juan Pérez de Algaba
57861ae48d (security) Fix SSRF in batch runner download_bytes_from_url (#38482) 
Signed-off-by: jperezde <jperezde@redhat.com>
 2026-03-30 07:10:01 +00:00
Jee Jee Li
ac30a8311e [Bugfix][Model] Fix PixtralForConditionalGeneration LoRA (#36963) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-29 23:59:42 -07:00
PikaPikachu
63babd17f1 [Model][Quantization] Add GGUF support for MiniMax-M2.1 (#36965) 
Signed-off-by: kangletian <Letian.Kang@amd.com>
 2026-03-30 14:24:06 +08:00
Jaewon
d816834c1a [MoE] Add RoutingMethodType.Simulated to TRT-LLM FP8/NVFP4 kernel allowlists (#38329) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
 2026-03-29 22:53:43 -07:00
Roger Wang
92f0db57a8 [Misc] Always use forward_mulmat for Conv3d on newer versions of torch. (#38487) 2026-03-30 05:39:41 +00:00
Stanislav Kirillov
a6db99ba02 [Bugfix] Support multi-type params parsing for DeepSeek v3.2 (#33703) 
Signed-off-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-30 04:07:28 +00:00
Kyle Sayers
d28d86e8a3 [QeRL] Fix online quantized reloading (#38442) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-29 14:56:41 -06:00
Wentao Ye
995dea1354 [Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-29 18:12:50 +00:00
allgather
8c0b6267d7 [Transformers v5] fix missing pixtral/voxtral multimodal dispatch (#38410) 
Signed-off-by: allgather <all2allops@gmail.com>
 2026-03-29 09:59:06 +00:00
Andreas Karatzas
43cc5138e5 [ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-28 22:08:03 -07:00
Shubhra Pandit
5b8c30d62b [Spec Decode, BugFix] Propagate norm_before_fc from Eagle3 speculator (#38111) 
Signed-off-by: Shubhra Pandit <shubhra.pandit@gmail.com>
 2026-03-29 00:42:06 +00:00
haosdent
d39b8daf5f [Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-29 00:27:52 +00:00
Walter Beller-Morales
fafca38adc [BugFix][Frontend] apply task instruction as system prompt in cohere v2/embed (#38362) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-28 18:30:54 +00:00
Kunshang Ji
aa4eb0db78 [CI]revert initialize_model context manager (#38426) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-28 16:56:50 +00:00
Bvicii
bda3eda82d [Bugfix] Disallow renderer_num_workers > 1 with mm processor cache (#38418) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
 2026-03-28 06:32:52 -07:00
IriKa
148a5c1226 [Bugfix]fix output Nan/Inf in marlin if dtype=float16 (#33972) 
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
 2026-03-27 16:36:08 -07:00
Wei Zhao
b69bf2f0b1 [Perf] Use torch compile to fuse pack topk in trtllm moe (#37695) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-03-27 17:30:46 -06:00
rongfu.leng
88149b635e Add nvidia h800 moe config (#31201) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2026-03-27 16:28:48 -07:00
Giancarlo Delfin
384e4d5f48 [Model Runner V2] Rebuild attention metadata before eagle decode full… (#38311) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-27 13:46:42 -07:00
Kyle Sayers
648edcf729 [QeRL] Compose online quantization with quantized reloading (#38032) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-27 13:22:33 -07:00
Michael Goin
7ba425e916 Add short flag -sc for --speculative-config argument (#38380) 
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-27 12:04:22 -07:00
Gregory Shtrasberg
b8665383df [ROCm] Fix GPT-OSS import for triton 3.6 (#37453) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-03-27 18:00:57 +00:00
Rohan Potdar
0e9358c11d {ROCm]: gpt-oss fusion/padding fixes (#38043) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-27 12:19:15 -04:00
Harry Mellor
21d2b53f88 Remove need for explicit \n in docstring lists for --help formatting (#38350) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-27 08:38:00 -07:00