Commit Graph
8177 Commits
Author SHA1 Message Date
fbe8a157fb [ROCm][Perf] Enable the AITER GDN decode fast path for flat qkvz layouts (#53623)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-09-19 06:05:04 -07:00
vllmellm 211e252d0b [Bugfix][Model] Fix MiMo-V2.5 fused fp8 qkv_proj sharding (pre-shard count is num_key_value_heads; MTP path too) (#57508)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-09-19 06:05:00 -07:00
siyuandIsotr0py 4cc15f2121 [Quantization] Let ModelOpt MXFP8 layers load pre-processed weights Purpose (#57316)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2026-09-19 09:16:39 +00:00
Aditya Ganesh Kumar a5a30471ff [Tests] Cover get_unhashed_block_ids_all_groups (#55928)
Signed-off-by: Aditya Ganesh Kumar <adty910@gmail.com>
2026-09-19 09:13:54 +00:00
Woosuk Kwon 38537331d3 [Bugfix][DSA] Avoid runtime JIT for offset candidate end buffers (#57667)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-09-19 00:27:11 -07:00
Jiang WuandJiang Wu 6af44e2887 [Bugfix][CPU] Fix DeepSeek V4.1 import without Triton (#57654)
Signed-off-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
Co-authored-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
2026-09-19 05:46:13 +00:00
Hotragn PettuganiClaude Opus 5mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
a8d1aa9c99 [Bugfix][Multimodal] Frame the multi-modal hash digest input (#54283)
Signed-off-by: hotragn <hotragn.pettugani_2024@woxsen.edu.in>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-18 21:06:48 -07:00
Jiang WuandJiang Wu 01c7bf8813 [Bugfix][Model] Fix Aria expert weight names and layout (#57487)
Signed-off-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
Co-authored-by: Jiang Wu <245355730+JiangLLM@users.noreply.github.com>
2026-09-18 21:06:30 -07:00
Kevin H. LuuandKimi 9d75dd4544 [CI] Deflake pooling shards with GPU teardown fixtures between tests (#57371)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Kimi <noreply@moonshot.cn>
2026-09-19 11:30:02 +08:00
Kevin H. Luu 2fd6268e6d [CI] Deflake MTEB score tests with per-model mteb_tol and reruns (#57364)
Signed-off-by: khluu <khluu000@gmail.com>
2026-09-19 11:29:00 +08:00
038cb14bd7 [CI][Bugfix] Correct the Laguna DFlash acceptance-length reference (#57647)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-19 01:44:48 +00:00
90531daf6d [Core][Frontend] Bind KV-event publishers at port 0 and expose the bound endpoints (#55844)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: mukeshbhandarkar <shell00035@gmail.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-09-18 18:11:05 -07:00
Kevin H. Luu 729ebac498 [CI] Reclaim GPU memory between model initialization tests (#57362)
Signed-off-by: khluu <khluu000@gmail.com>
2026-09-18 17:04:14 -07:00
waizuichougou a1bf8ac12d [Bugfix][MRV2] Match fast-prefill padding to active LoRA batches (#56456)
Signed-off-by: waizuichougou <2082431897@qq.com>
Signed-off-by: waizuichougou <105572299+waizuichougou@users.noreply.github.com>
2026-09-18 22:13:23 +00:00
1dc2d854c1 [Feat][Model] Support encoder-side SWA-bounded replay for DeepSeek-V4.1-Flash (#56227)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-09-18 15:01:24 -07:00
ys2025-AI 6aab78f477 [Bugfix][KVConnector] Make ExampleHiddenStatesConnector abort-safe (#56841)
Signed-off-by: ys2025-AI <yuanshuaien@163.com>
2026-09-18 21:53:02 +00:00
62af3df734 [Bugfix][MLA] Reserve sparse prefill buffers before KV cache sizing (#57575)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-09-18 21:22:18 +00:00
Andreas KaratzasandOpenAI Codex 2c3fb4c545 [CI][ROCm] Deprecate DinD for MI250 test groups (#56162)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-18 14:13:35 -07:00
Nicolò LucchesiandOpenAI Codex 49e0427ca5 [Bugfix][NIXL] Avoid receive reports for notification-only requests (#57570)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-18 13:33:02 -07:00
Woosuk KwonandCodex 50d812b66a [Perf][DSV4.1] Optimize MegaMoE staging and NVFP4 cache gathers (#57604)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
2026-09-18 12:57:19 -07:00
bnellnmandItay Etelis 23e26e0588 [KV Offloading] Back-pressure detection and remediation (#50045)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
2026-09-18 14:47:48 -04:00
frida-andersson 71fc70d3ae [ROCm][DSv4] Fix sparse-indexer logits collapse on gfx950/gfx942 (#50455)
Signed-off-by: Frida Andersson <fanderss@amd.com>
Signed-off-by: frida-andersson <fanderss@amd.com>
2026-09-18 16:57:44 +00:00
Harry MellorandClaude Opus 5 8a5cf54387 [Multimodal] Type dummy options per modality (#57576)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-18 17:29:11 +01:00
Cyrus Leung 56cac80b14 [Deprecation] Remove assistant_token_mask support (#57520)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-19 00:17:51 +08:00
Nicolò Lucchesi 164dca8d1e [Nixl] Separate transport-failure metrics from KV expiry (#55854)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-18 18:08:59 +02:00
Nicolò Lucchesi a7156060c1 [Core] Make parallel sampling (n>1) reqs admission atomic (#53936)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-18 18:08:44 +02:00
Yan MaandKunshang Ji 4991f97669 [XPU] sleep mode: fix KV cache release test (#57485)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-18 15:49:17 +00:00
Cyrus Leung dbf4b89cf2 [Misc] Remove unnecessary Transformers version guards (#57556)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-18 15:01:35 +00:00
1cdf1689e5 [Quantization][XPU] Enable int8_w8a8 MoE on the Triton backend for XPU (#53162)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-18 22:38:15 +08:00
Martin Hickey 70164bdadc [Frontend] Add stream reasoning and tool calls from the derender endpoint (#50550)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-09-18 16:36:27 +02:00
Kevin Liandkevinli 911548247a [Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101)
Signed-off-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
Co-authored-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
2026-09-18 10:34:01 -04:00
Julien DebacheandHarry Mellor 2bdae2a5a8 [fix] Mistral-Large-3 accuracy regression on main (#57563)
Signed-off-by: jdebache <jdebache@nvidia.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-18 14:19:16 +00:00
44dd18fe0b [Model][Gemma4] Load Weights with AutoWeightsLoader (#55911)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-18 12:07:30 +00:00
Bugen ZhaoCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
c58532c86b [Frontend] Upgrade XGrammar to 0.2.7 and Rust structural tags to 0.3.0 (#57272)
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-18 11:44:05 +00:00
adenzhou1350OpenAI CodexIsotr0pymergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
cc09352e5c [Bugfix][Multimodal] Preserve DeepSeek V4 image block spacing (#56882)
Signed-off-by: Xucheng Zhou <aden1350@outlook.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-18 18:44:39 +08:00
Kevin H. Luu 04a3a00eb7 [CI] Raise GSM8K startup max wait to 2400s for flaky 30B+ MoE eval configs (#57361)
Signed-off-by: khluu <khluu000@gmail.com>
2026-09-18 03:40:54 -07:00
Kevin H. LuuandKimi f2b6152ec2 [CI] Add flaky rerun markers / timeout skips to sibling tests lacking them (#57359)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Kimi <noreply@moonshot.cn>
2026-09-18 03:40:32 -07:00
Yuwen ZhouandLi, Jiang <jiang1.li@intel.com> b346479065 [CPU] Add CPU FP8 W8A8 linear/MoE support (#49942)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-18 17:59:42 +08:00
meng-amd 6df2b1a8c6 [Quantization] Support native Quark W4A16 INT4/UINT4 exports in vLLM (#48606)
Signed-off-by: HongWei Meng <HongWei.Meng@amd.com>
2026-09-18 17:52:46 +08:00
shaohuaxiandCodex 67a8a3f926 [Bugfix][CPU] Fix macOS multimodal SHM cache initialization (#57142)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-18 09:05:13 +00:00
olka-amdandClaude Opus 5 32636580a6 [Bugfix][MLA] TritonMLA: fix illegal memory access on causal multi-token decode (#51065)
Signed-off-by: Oleksandr Kachur <oleksandr.kachur@amd.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-18 03:49:53 -05:00
Thien TranandCodex 8da75d6190 C3x SM100 FP8 blockwise - Pad activation scales to multiple of 4 (#57377)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Codex <noreply@openai.com>
2026-09-18 08:39:27 +00:00
SunandCodex 42a33039eb [Perf] Fuse CohereASR relative attention score accumulation (#55190)
Signed-off-by: levius <2114377220@qq.com>
Co-authored-by: Codex <codex@openai.com>
2026-09-18 06:18:41 +00:00
39e33db7f3 [Frontend] Fix the parsing of missing string= in DeepSeek V4 (#56271)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
2026-09-18 05:11:24 +00:00
dee37d8911 [Frontend] Add --tool-strict-level for server-side control for structural tag activation (#56268)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-18 04:32:39 +00:00
JasonandChauncey 2909ad8fa4 [Bugfix] Attach request-level tools to existing system message in DeepSeek V4 Python renderer (#51856)
Signed-off-by: Jason Yao <wsyjh8@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-09-18 11:07:25 +08:00
Simon Danielsson 70df48dc3d [Bugfix][KV Cache][GLM-5.3-Flash] Disable slot mapping kernel for the kpool tail buffer (#57317)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
2026-09-17 22:42:54 -04:00
Ren Yuzhou 7b94293627 [Bugfix][ROCm][KV Offload] Use private pinned tensors for CPU KV offload (#57160)
Signed-off-by: Yuzhou Ren <ryzcqu@outlook.com>
2026-09-18 02:35:23 +00:00
Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 2bbdfcfcfe [Perf][GLM5.3-Flash] Use cooperative top-k for small GLM decode batches (#57327)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-18 10:31:35 +08:00
Woosuk KwonandCodex 64563d0ec4 [Bugfix][DSv4.1] Preserve NaN-scored candidate block indices (#57454)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
2026-09-17 19:00:10 -07:00