Commit Graph
11137 Commits
Author SHA1 Message Date
Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8332078cfd [Bugfix] FlashInfer MXINT4 MoE crashes, missing do_finalize (#39315)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-08 20:36:33 -04:00
Richard Zou ba4a78eb5d [torch.compile] Allow usage of Opaque Objects in PyTorch 2.11 (#39286)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-04-08 23:21:10 +00:00
Kai Song f3c7941ec8 [Bugfix]Fix EP precision for Qwen3.5, Qwen3-Next (#39181)
Signed-off-by: Song Kai <songkai05@baidu.com>
2026-04-09 01:47:48 +04:00
triangleXIVandmgoin 7c94ae16c6 [BugFix] --max-model-len=-1 causes over-limit requests to hang and starve the entire service (#39102)
Signed-off-by: triangle14 <y1019026570@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-04-08 14:03:17 -07:00
Wentao Ye 2018137242 [Feature] Batch invariant nvfp4 linear support (#39322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-08 16:29:13 -04:00
a776a48b1c [MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-04-08 19:23:08 +00:00
8477fe427d [Tool] adjust_request to reasoning parser, and Gemma4 fixes (#39027)
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-04-08 19:04:04 +00:00
LainandLucas Wilkinson e24e0a43a4 [Attention] relax the head dim 512 and paged kv for sm90+FA4 (#38835)
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-04-08 18:23:18 +00:00
b55d830ec7 [Perf][Kernel] Persistent TopK scheduler: unified CUDAGraph-safe kernel with dynamic per-row dispatch - DeepSeek-V3.2 DSA decode (#37421)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-04-08 13:35:57 -04:00
75e01a39a1 [Feature] NUMA binding support for GPU workers (#38635)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-04-08 09:55:24 -07:00
Or Ozeri 512c5eb455 [kv_offload+HMA][5/N]: Track group block hashes and block IDs (#37109)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
2026-04-08 19:50:28 +03:00
Flora Feng 13151a4df4 [Bugfix] Fix Gemma4 streaming tool call corruption for split boolean/number values (#39114)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-04-08 16:46:27 +00:00
Gregory Shtrasberg 56c976c1b5 [ROCm] Enable fused_silu_mul_block_quant on ROCm (#38817)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2026-04-08 11:23:32 -05:00
Frederik GossenandBoyuan Feng d74a306c4b [Core] Use tuple_return in split_module for tuple-conformant subgraphs (#38752)
Signed-off-by: Frederik Gossen <frgossen@meta.com>
Co-authored-by: Boyuan Feng <boyuan@meta.com>
2026-04-08 09:09:58 -07:00
haosdent 8904fc4d19 [Bugfix] Fix V1 logprobs empty strings for multi-byte UTF-8 tokens when logprobs > 0 (#34875)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-04-08 15:30:00 +00:00
nemanjaudovic 1a2c17634e [Bugfix] Add missing ASRDataset import and CLI args in benchmarks/throughput.py (#38114)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
2026-04-08 13:53:53 +00:00
Matthew Bonanni 308cec5864 [FlashAttention] Symlink FA4 instead of copying when using VLLM_FLASH_ATTN_SRC_DIR (#38814)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-04-08 12:04:34 +00:00
JartXandMichael Goin 140cbb1186 [Bugfix] Cuda Clean up scales Kvcache fp8/int8_per_token_head (#39224)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-04-08 04:08:04 -07:00
rasmith 78434b923c [CI][AMD][BugFix][Kernel] Cast induction variable to int64 on MI350 for chunk_gated_delta_rule_fwd_kernel_h_blockdim64 to avoid illegal memory access (#39087)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-04-08 16:57:18 +08:00
yoke d734445fcd [Bugfix][Frontend] Fix Gemma4 streaming HTML duplication after tool calls (#38909)
Signed-off-by: yoke233 <yoke2012@gmail.com>
2026-04-08 11:03:54 +08:00
Flora Feng 927975ead8 [Parser] Migrate response api streaming to unified parser (#38755)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Signed-off-by: Andrew Xia <axia@meta.com>
2026-04-08 10:09:00 +08:00
Flora Feng 9ea7d670d8 [Bugfix] Fix Qwen3 tool parser for Responses API tools (#38848)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-04-08 10:08:51 +08:00
Andrey Talman 2111997f96 [release 2.11] Update to torch 2.11 (#34644) 2026-04-07 18:55:48 -07:00
Md. Mekayel Anik d521dcdbcc docs: clarify SMT and OMP acronyms in CpuPlatform (#39085) 2026-04-07 17:42:07 -07:00
Giancarlo Delfin 5daf62271d [Model Runner V2] Fuse probabilistic rejection sample kernels (#38496)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-04-07 17:37:37 -07:00
zofiaandKunshang Ji ad3304425b [XPU] add xpu backend implementation of mxfp8 quant (#38682)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-04-08 08:30:35 +08:00
Lucas Wilkinson 70406eb1dc [Attention][V0 Deprecation] Deprecate accept output buffer (#39125)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-04-07 17:14:58 -04:00
Yubo Wang 08bfedc152 [Bugfix] Fix extract_hidden_states crash with quantized KV cache dtype (#39160)
Signed-off-by: Yubo Wang <yubowang2019@gmail.com>
2026-04-07 11:18:33 -07:00
Flora Feng 0102bd2f4c [Parser] Pass request.tools to tool parser (#38860)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-04-08 01:36:21 +08:00
rasmith 83d09d36b5 [CI][Bugfix][AMD][ Ensure weights created when using emulating OCP MXFP4 (#36993)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-04-08 00:37:16 +08:00
Chendi.XueandKunshang Ji 92b9afeecd [XPU] Quick fix for TritonMLA to remove cuda hardcode (#39088)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-04-08 00:17:58 +08:00
Jinzhen Lin 7310555482 [Bugfix] Fix marlin nvfp4 rescaling (#37502)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2026-04-07 08:57:17 -07:00
ibifrostandSimon Mo 96b5004b71 [KVConnector] Support 3FS KVConnector (#37636)
Signed-off-by: wuchenxin <wuchenxin.wcx@alibaba-inc.com>
Signed-off-by: ibifrost <47308427+ibifrost@users.noreply.github.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2026-04-07 15:46:00 +00:00
kkyyxhll 98e1a43af7 [Bugfix][Quantization] Fix PerTensorScale loading with tuple shard_id in MergedColumnParallelLinear (#38517)
Signed-off-by: loukang <loukang@xiaohongshu.com>
2026-04-07 11:16:26 -04:00
maobaolongandChauncey 729eb59f60 [KVConnector]: prioritize external connector over internal registry (#38301)
Signed-off-by: baoloongmao <baoloongmao@tencent.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-04-07 15:03:11 +00:00
Harry MellorandJulien Denize edcc37a8ce Fix Mistral yarn warning in Transformers v5 (#37292)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
2026-04-07 13:23:33 +00:00
Ronen Schaffer 7c139ab23f [KV Offload] Clean up ARC/LRU refactoring leftovers: group ARC tests and fix stale comment (#38217)
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>
2026-04-07 15:14:45 +03:00
Wei Zhao 0be9516ea4 [Bug] Fix Trtllm Fp8 MoE Weight Shuffle Memory Fragamentation (#39054)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-04-07 08:04:08 -04:00
Rohan Potdar dd9342e6bc only patch runtime_env for torch >= 2.10 (#38763)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
2026-04-07 09:29:23 +00:00
Jiangyun ZhuandLuka Govedič 8060bb0333 [vLLM IR] rework gemma_rms_norm (#39014)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2026-04-07 01:37:00 -07:00
Rishapveer Singh da4c0e4db9 [Model] Use AutoWeightsLoader for FalconH1 (#39092)
Signed-off-by: Rishapveer Singh <215205492+rishaps@users.noreply.github.com>
2026-04-07 16:25:17 +08:00
Netanel Haber a9a0e0551f nano-nemotron-vl: get_mm_max_tokens_per_item for audio, video, image == seq_len (#38727)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
2026-04-07 00:23:29 -07:00
Andrew Barnes 5c35517a3e [ROCm] Remove unused IS_FNUZ parameter from reshape_and_cache_shuffle_kernel (#39123)
Signed-off-by: Bortlesboat <bortstheboat@gmail.com>
2026-04-07 07:17:59 +00:00
Andreas Karatzas 2df2c85be4 [Kernels][MoE] Fix legacy_routing to use bitmatrix-based routing path (#38504)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-07 10:57:09 +08:00
Nick Hill 62095e82c1 [BugFix][MRV2] Fix cuda event reuse race (#39115)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-04-07 00:21:09 +00:00
bnellnm b2b2c5239e [MoE Refactor] Split up compressed_tensors_moe.py (#38960)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-04-06 20:07:54 -04:00
fxmarty-amdandKyle Sayers 00d7b497b3 [NVFP4] Support NVFP4 dense models from modelopt and compressed-tensors on AMD Instinct MI300, MI355X and Hopper through emulation (#35733)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
2026-04-06 16:18:27 -06:00
Matthew Bonanni 9c81f35b1a [Attention][MLA] Re-enable FA4 as default MLA prefill backend (#38819) 2026-04-06 17:51:46 -04:00
Woosuk Kwon f186cfe75e [MRV2] Fix hanging issue with DeepSeek V3.2 by setting skip_attn=False (#39098)
Signed-off-by: WoosukKwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-04-06 12:55:13 -07:00
Netanel Haber dfa5062a8f NemotronH default mamba_ssm_cache_dtype=float32; enable auto-hook for NemotronHNanoVLV2Config (#39032)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
2026-04-06 19:47:46 +00:00