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Author SHA1 Message Date
Benjamin Chislett
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
Wentao Ye
3352bf8b03 [CI Bug] Fix pre-commit issue in main (#39347) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-04-08 14:10:05 -07:00
triangleXIV
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
Rishi Puri
ad05edfbca tests/v1/e2e/spec_decode: assert async scheduling is used (#39206) 
Signed-off-by: Rishi Puri <riship@nvidia.com>
Signed-off-by: Rishi Puri <puririshi98@berkeley.edu>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-04-08 20:30:03 +00:00
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
Jackmin801
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
Ben Browning
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
Lain
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
Roberto L. Castro
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
Shengqi Chen
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 Gossen
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
Gregory Shtrasberg
0e9f0a516c [ROCm][CI-Build] Cherry pick triton BUFFER_OPS fix and update AITER (#38580) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-04-08 10:38:03 -05:00
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
wang.yuqi
4e2ab1861d [CI Failure] pin nomic-embed-text-v1 revision (#39292) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-08 11:43:06 +00:00
JartX
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
Kevin H. Luu
6155bbd1dd [Bugfix][Docs] Fix ReadTheDocs build crash from mocked torch decorator (#39284) 
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-08 09:43:01 +00:00
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
Michael Goin
2488d1dca2 [Docs] Update README (#39251) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-04-08 11:34:07 +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
Varun Sundar Rabindranath
7b80cd8ac3 [Docs] Add Phi-4-reasoning-vision to supported models + examples (#39232) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2026-04-08 02:02:26 +00:00
Andrey Talman
2111997f96 [release 2.11] Update to torch 2.11 (#34644) 2026-04-07 18:55:48 -07:00
Flora Feng
5af684c319 [CI] Add reasoning parser tests to CI (#37025) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-04-08 00:57:36 +00:00
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
zofia
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.Xue
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
ibifrost
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
maobaolong
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
Ilya Boytsov
6e1100889e fix(test): recompute Jina ColBERT rotary inv_freq cleared by transformers v5 weight loader (#39176) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-04-07 22:40:55 +08:00
Harry Mellor
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
Harry Mellor
79df4a794d Automatically add links to API docs for matching strings in docs (#37434) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-04-07 21:21:18 +08:00
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
Kyle Mylonakis
7b9de7c892 [Bugfix] Correct mistake in chained comparison in static assert logic (#38699) 
Signed-off-by: Kyle Mylonakis <kyle@protopia.ai>
 2026-04-07 18:24:39 +08:00
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