23297 Commits
Author SHA1 Message Date
Matthias Gehre 011fa68ca9 [ROCm][Perf] Pad fp16/bf16 GEMM weight row stride for L2 cache (#55090)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
2026-10-15 14:26:32 +00:00
Ronaldandaoshen02 d12d5460a5 [Bugfix][MoE] Keep routing rows during DeepSeek V4.1 decoder replay (#61643)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-10-15 14:02:06 +00:00
24f632ca7e [Bugfix] Engage indexer TP row sharding on total rows, not per-rank rows (#61647)
Signed-off-by: Zheng Cai <caizheng1993@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
2026-10-15 13:54:14 +00:00
mosafariuk 69425846f8 [Bugfix][CPU] Report the real cause when the worker outgrows its memory reservation (#59472)
Signed-off-by: Mo <mosafariuk@gmail.com>
2026-10-15 21:52:05 +08:00
b7b20b1b8f [Bugfix][Frontend] Leave the final stop token out of chat derender text (#61757)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-15 21:51:34 +08:00
littlecircle0730andShanshan Shen 71536bd5f8 [MM][CG] Support ViT full CUDA graph for DeepSeek-VL2 (#46005)
Signed-off-by: littlecircle0730 <littlecircle0730@gmail.com>
Signed-off-by: littlecircle0730 <43994952+littlecircle0730@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-10-15 21:38:52 +08:00
0951fc183c [ROCm][DSv4.1] Disambiguate ROCm attention class names (#58689)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 21:38:39 +08:00
1463501553 [Bugfix] Terminate streaming sessions on ABORT/ERROR and prevent zombie sessions (#58942)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Benedikt Falk <bfalk@nvidia.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-10-15 13:32:19 +00:00
Xunzhuo 766c837bd5 [Model] Support every Decision 3.0 size (d3-flash, d3-mini, d3-nano, d3-lite, d3-edge) (#61778)
Signed-off-by: Xunzhuo Liu <xunzhuo.liu@amd.com>
2026-10-15 13:29:24 +00:00
Laith SakkaandNick Hill 9cede34a67 [Bugfix] Create cuBLAS handles before memory profiling to avoid OOM (#61044)
Signed-off-by: Laith Sakka <lsakka@meta.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-10-15 08:59:22 -04:00
Martin Hickey 252be28c18 [Frontend] Replace return_mm_kwargs with an mm_payload enum on render requests (#61427)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-10-15 12:41:46 +00:00
Martin Hickey c6b772cf6b [Bugfix][Frontend] Emit kv/ec transfer params at the top level of render output (#61241)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-10-15 12:34:15 +00:00
Micah Williamson e8e1e96196 [ROCm][DSv4] AITER MegaMoE Fixed-Slot Dispatch For DeepSeek-V4 (#61262)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2026-10-15 19:10:59 +08:00
8b27d27402 [Bugfix][KV Offload] Always attempt NIXL agent removal during peer teardown (#60279)
Signed-off-by: nej1gotnochill <divyanshlalotra2@gmail.com>
Co-authored-by: Codebuff <noreply@codebuff.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 14:07:23 +03:00
Talor Abramovich 81e42c9987 [Feature][Frontend] Control the log level of request JSON body using env var (#60630)
Signed-off-by: talora <talora@nvidia.com>
2026-10-15 11:07:19 +00:00
jimmy-adams 365aaa77bd [Bugfix][DSv4] Remap Quark MTP layer_quant_config onto draft prefixes (#56054)
Signed-off-by: jimmy-adams <41593649+jimmy-adams@users.noreply.github.com>
2026-10-15 18:51:57 +08:00
e10c10a644 [Core] Add PROMOTION_LATENCY histogram metric for tiering offload (#53910)
Signed-off-by: Wen Zhou <wenzhou@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-15 13:47:41 +03:00
Pei LiandKevin H. Luu 6fe7401fac [Perf] Read VLLM_COMPUTE_NANS_IN_LOGITS once per IterationStats (#61710)
Signed-off-by: Pei Li <peili@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 18:35:54 +08:00
TimofeyandCodex 716c5225ae [Model] Add AliceAI support (#57963)
Signed-off-by: timka <timka.byzov@yandex.ru>
Co-authored-by: Codex <noreply@openai.com>
2026-10-15 10:15:03 +00:00
7020600b1d [KV Connector][NIXL] Register packed MLA KV rows as a single region (#61074)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
2026-10-15 09:18:15 +00:00
Flora FengandChauncey 80dd705c1d [Frontend] Make finish_reason and Responses item status truthful (#59324)
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-10-15 10:12:02 +01:00
Denis KhachyanandClaude Code 427915bed2 [Build][CPU] Install Run:ai Model Streamer in vllm-openai-cpu image (#61382)
Signed-off-by: Denis Khachyan <khachyanda@gmail.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-10-15 09:11:51 +00:00
Kevin H. LuuandClaude Opus 5.5 7f730b4cea [CI] Run 4xH100 steps nightly only (#61782)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 01:32:43 -07:00
wang.yuqi 0f0bc4dbb1 [Test] Split the chat_utils tests. (#61765)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-10-15 08:26:22 +00:00
Harry MellorClaude Opus 5.5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Kevin H. Luu
b965ee564d [Chore] Use upstream Transformers DeepseekV4Config (#61392)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 01:08:08 -07:00
Misha GoinandClaude Opus 5.5 1c4c319792 [Frontend] Advertise --enable-x/--disable-x for boolean CLI flags (#61479)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 01:08:02 -07:00
48f17b77bb [Bugfix] Reject mismatched float16/bfloat16 KV cache dtype (#60885)
Signed-off-by: cipheraxat <cipheraxat@users.noreply.github.com>
Co-authored-by: cipheraxat <cipheraxat@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 08:06:59 +00:00
fc8e08a2a6 [Bugfix][KV Offload] Do not let mark_miss() flip a pending or in-flight async lookup probe (#59096)
Signed-off-by: Sohom Chakraborty <16609933+sohom-cs@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 10:57:46 +03:00
Bugen ZhaoandClaude Opus 5.5 8fa5ae844a [Frontend] Let an unset --tool-strict-level fall back to the tool parser's default (#61328)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 15:48:38 +08:00
91ed2859c7 [CPU][Zen] Update zentorch to 2.14.0.1 & enable float16 on Venice and later (#61411)
Signed-off-by: Ganesh R <ganesh.r@amd.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-15 00:23:50 -07:00
85c94c1706 [Tests][XPU] Skip modelopt_fp4 online MoE re-quantization test on XPU (#61723)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-15 00:23:45 -07:00
Kevin H. LuuandClaude Opus 5.5 8f111b22ee [CI] Run 4xB200 steps nightly only (#61541)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 00:08:48 -07:00
Kevin H. LuuandClaude Opus 5.5 32feecd91f [CI] Pin DeepSeek-V4.1-Flash-NVFP4 eval to its FP8-Engram revision (#61763)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-15 00:05:18 -07:00
Chaojun ZhangandKevin H. Luu ab593678b5 [CI][XPU] Ignore test_reload.py on Intel CI (#61740)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 15:03:34 +08:00
a9fe30e9f6 [Bugfix][Multimodal] Recover PyNvVideoCodec decoder slots after failures (#59597)
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Signed-off-by: danielafrimi <45691845+danielafrimi@users.noreply.github.com>
Signed-off-by: Daniel Afrimi <dafrimi@oci-hsg-cs-001-login-02.cm.cluster>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Daniel Afrimi <dafrimi@oci-hsg-cs-001-login-02.cm.cluster>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
2026-10-15 09:17:19 +03:00
liranschourandKevin H. Luu c5f8adc0b1 [KV Offload] Expose OffloadingManager.lock()/unlock() and service the tiering control plane off the scheduler thread (#58168)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 08:50:56 +03:00
HarshilandCyrus Leung c54dca96bd [Bugfix][Benchmark] Fix probe latency and duration in bench serve (#60511)
Signed-off-by: QHarshil <harshil_c@hotmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-15 05:50:30 +00:00
5341b5ba7d [KV Offload] Pin only each worker's own offload slots (#59544)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-10-15 08:49:42 +03:00
6605802904 [Perf][KV Connector][Mooncake] Send the KV layout once per peer (#59825)
Signed-off-by: staryxchen <staryxchen@tencent.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-10-15 05:36:31 +00:00
a400804ce4 [CI] Relax MTP sharded sampling cross-boot noise bound (#57026)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-14 22:31:45 -07:00
Liqian LinCodexRobert ShawItay Etelismergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Or OzeriKevin H. Luu
3f1bcfd82b [Bugfix][KV Offload] Bound unanswered P2P lookup waits (#56836)
Signed-off-by: jacklin78911-collab <jacklin78911@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 08:23:34 +03:00
81e1c3f183 [XPU][MLA] Integrate XPU MLA support into the existing FLASH_ATTN_MLA backend (#58297)
Signed-off-by: baodii <di.bao@intel.com>
Signed-off-by: Zhouxiaoya25 <xiaoya.zhou@intel.com>
Signed-off-by: ZhouXiaoya25 <xiaoya.zhou@intel.com>
Co-authored-by: baodii <di.bao@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-10-15 12:47:37 +08:00
Vivaan SharmaandKevin H. Luu 96b5b0ee4b [Model] Enable torch.compile and CUDA graphs for EmbeddingGemma2 (#61572)
Signed-off-by: Vivaan Sharma <99265792+Vivaansharma2003@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 12:32:39 +08:00
Haiyu ZuoandKevin H. Luu ff5a91a456 [Feature][Model Loader] Apply model-owned MTP shard selection to RunAI ModelStreamer (#60759)
Signed-off-by: 浩韵 <zuohaiyu.zhy@alibaba-inc.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 12:23:11 +08:00
Chaitanya Sri Krishna LollaandCursor 833665cded [ROCm][DI] Enable MoRI FP4 dispatch for mxfp4 w4a4 moe (#59596)
Signed-off-by: lcskrishna <lollachaitanya@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-10-14 23:20:14 -05:00
Tuukka SarviandKevin H. Luu 10d2c6083d [ROCm][DSv4.1] Enable DSpark adaptive verification (#58151)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-15 12:05:43 +08:00
Shanshan Shen f46021a7fa [ROCm][Perf] Enable DPA+ETP prefill compute/comm dual-batch-overlap for DeepSeek-V4 (#57773)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-10-15 11:16:48 +08:00
FeanorandTaneem Ibrahim 5d5c3d7c43 [Bugfix] Preserve padding token types for cross encoders (#58143)
Signed-off-by: zhaoye <772971548@qq.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-10-15 03:09:24 +00:00
429a3da665 [Bugfix][ROCm][Disagg] Allow MoRIIO HMA per-layer block_len (#58585)
Signed-off-by: avininjamay8 <Avinash.Paul@amd.com>
Signed-off-by: avininjamay8 <avpaul@amd.com>
Co-authored-by: avininjamay8 <avpaul@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-10-15 09:35:31 +08:00
KaiandKunshang Ji de2b869ee9 [Bugfix][Kernel] Register int8 scaled_mm as a custom op (#57331)
Signed-off-by: Kai <limkc.reply@gmail.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-10-15 09:27:49 +08:00