Commit Graph
807 Commits
Author SHA1 Message Date
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
Isotr0py 1356635d83 [New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-09-02 11:09:09 -07:00
Andrii SkliarandAndrii Skliar adebc41b7e [Mamba] Add FlashInfer ReplaySSM backend (#52506)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
2026-09-01 10:26:43 -04:00
Roberto L. CastroandCodex e16b5e518d [1/N][warmup][DSv4] Migrate generic MLA metadata and indexing kernels (#50175)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
2026-08-31 23:26:05 -04:00
Nick Hill c28feab989 [Core][MRV2] Freeze gc during V2 CG capture; skip per-descriptor cleanup (#54646)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-31 19:37:46 -07:00
+5 e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-31 05:57:56 +00:00
Nicolò Lucchesi 7f4793eaa3 [Nixl][PD] DCP support for MLA models (#50611)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-08-29 16:03:53 +00:00
Keyi LiandKeyi Li 6f91e3d953 [Perf] Split xdrope_positions H2D copy into per-row transfers (#53412)
Signed-off-by: Keyi Li <likey6688@gmail.com>
Co-authored-by: Keyi Li <likey6688@gmail.com>
2026-08-28 10:28:43 -07:00
Ronaldandaoshen02 479eeb32d2 [Bugfix][MRV2] Isolate sleep-mode KV allocations (#53508)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-08-27 15:08:28 -07:00
Naveenraj KamalakannanandBenjamin Chislett d5cadcee86 [Feature][DSpark]: Logprobs adaptive verification (#52242)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
2026-08-25 10:22:33 -04:00
Taneem Ibrahim 79bb395eea [Pooling] Improve BGE-M3 sync pooling throughput by up to 3.13% (#53464)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-08-24 08:33:32 -04:00
JensTonoken3mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
da329cc303 [Bugfix] Fix speculative decoding for short_conv (LFM2) models (#50272)
Signed-off-by: jens.luecke <jens.luecke@liquid.ai>
Co-authored-by: Tonoken3 <sakamakismile@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 13:34:22 +00:00
Lucas Wilkinson 8bdc70ec7b [6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-08-21 17:47:49 -07:00
Itay Alroy a2257f95b7 [Elastic EP] Reduce eager-mode reconfiguration downtime (#51885)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
2026-08-19 02:13:06 +00:00
Roberto L. CastroandCodex 49905ad94d [3/N][Feat][Perf] Add new warmup infrastructure for JITs. Add provider registry and orchestration for JIT warmup (#50174)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
2026-08-17 10:11:14 -07:00
Nick HillandClaude Opus 4.8 615d4cfade [Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-14 17:42:05 -07:00
Lucas WilkinsonandClaude 57bd0ed441 [5/N][KV-Cache Layout Refactor] Backend-published KV packing via customize_spec (#51704)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-14 09:47:55 -04:00
YiSheng5andKunshang Ji 3c8676aebb [PP][XPU]Overlap async-scheduling PP sampled-token broadcast with compute (#51650)
Signed-off-by: yisheng <yi.sheng@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-08-14 17:00:23 +08:00
95c9144424 [LoRA][Gemma4] Support vision tower LoRA (#42662)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <joy25810@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <joy25810@gmail.com>
2026-08-13 22:07:43 +08:00
Max HuandNick Hill b1b752042f Avoid long-blocking H2D copies in ViT (#51841)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-12 22:54:04 +08:00
Nick Hill f97e502969 [Perf] Avoid more GPU<->CPU syncs on the model execution path (#51738)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-11 19:30:34 -07:00
Andreas KaratzasandOpenAI Codex 1ab2801dde [ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
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>
2026-08-11 14:19:16 -04:00
Guan-Ming Chiuandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 457a5f34db [Bugfix][MRV2] Support encoder timing stats in model runner V2 (#50020)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-12 00:00:49 +08:00
f18e10a7e1 Bump Flashinfer version to 0.6.16.post3 (#50892)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-08-09 00:54:07 -07:00
Nick Hill 9b0afeb4f6 [Perf] Avoid some more unnecessary GPU<->CPU syncs (#51458)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-08 17:13:26 -07:00
stefankoncarevic ebb2972562 [ROCm][CI][Bugfix] Do not microbatch a step that splits a prefix from its writer (#51402)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
2026-08-07 13:55:34 -05:00
Julien Debache ae934ba8a5 feat: extended EPLB support for Mistral Large 3 and additional MoE backends (#48355)
Signed-off-by: jdebache <jdebache@nvidia.com>
2026-08-07 05:32:52 -07:00
Nick Hill b1e12d142d [V1] Copy NaN-in-logits counts to host asynchronously (#51304)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-08-07 00:05:03 +00:00
b50fdebce0 [Bugfix] Fix level-2 sleep/wake/reload with enable_lora=True (#39935)
Signed-off-by: Silen Naihin <silen.naihin@gmail.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-08-06 09:13:10 +08:00
bnellnm 373fe8b83e [MoE Refactor] Remove MoE legacy code (#51078)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-08-05 14:35:36 -07:00
397094da17 Resolve revision to commit_hash once per model load, via huggingface_hub's resolve_revision (#49990)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-05 13:49:56 +00:00
Tyler Michael SmithandOpenAI Codex 12292d94b2 [CI] Detect and fail evals on when NaNs appear in logits (#50323)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-04 23:02:58 +00:00
aoshen02andNick Hill 42ab184ea7 [MRV2] Enable routed-experts capture (#50721)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-08-03 21:00:13 +00:00
wangxiyuan dd11df04f3 [Misc] Remove deprecated calculate_kv_scales runtime KV scale calculation (#49389)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2026-08-03 11:15:13 -04:00
+13 aeeb36b1f1 [New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-07-30 03:49:58 -07:00
f51193b9ae [Kernel][Mamba] Fused-kernel support for align-mode DS-conv state migration with num_accepted_tokens > 1 (#49291)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-07-29 18:54:52 +08:00
Nick HillandJeff Ma 6fbbcf2151 [BugFix] Stop dummy runs from writing mamba state through stale block-table rows (#49757)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Jeff Ma <jeffjma@umich.edu>
Co-authored-by: Jeff Ma <jeffjma@umich.edu>
2026-07-29 01:09:41 +00:00
Kevin Glynn 56f31af62a [Bugfix] Fix /wake_up crash on hybrid models (Mamba/DeltaNet) (#41602)
Signed-off-by: Kevin Glynn <kevglynn@gmail.com>
2026-07-29 00:17:35 +00:00
Johnny-LiouClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>tomeras91Cyrus Leung
866fea2b99 [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-07-24 09:39:49 -07:00
Taneem Ibrahimandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 7b40fb9645 [UX] Reject incompatible nested runtime overrides (#49247)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-24 07:16:22 -07:00
833483f357 Encoder cache extension hooks (#48218)
Signed-off-by: hotTea <958436561@qq.com>
Signed-off-by: hanxi-java <634498162@qq.com>
Co-authored-by: hanxi-java <634498162@qq.com>
Co-authored-by: 韩熙 <63780107+hanxi-java@users.noreply.github.com>
2026-07-24 02:52:00 -07:00
Michael GoinandNick Hill ac36a7a1e7 [MRV2][Spec Decode] Avoid rejection sampler OOM by chunking (#48630)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-23 18:13:13 +08:00
Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 521aa80f71 [Core] Simplify KVBlockZeroer index tensor handling (#48399)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-23 18:12:46 +08:00
6700813f86 [3/N][KV-Cache Layout Refactor] Standardize Mamba cache; drop get_transfer_cache_regions (#44456)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-21 09:16:15 +00:00
97a668152b [RL Infra][FlashInfer] Enable router replay output from FlashInfer monolithic MoE kernel (#44214)
Signed-off-by: Xuanyu Zhang <xuanyu.zhang@mistral.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-20 16:45:10 -07:00
41ea2dd44a [Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
2026-07-17 21:58:59 +01:00
devalshahamdandDeval Shah fcd2255d16 [Hardware][GPU] Profiler config additional to increase it scope and annotation details (#37524)
Signed-off-by: devalshahamd <deval.shah@amd.com>
Signed-off-by: Deval Shah <devashah@amd.com>
Signed-off-by: Deval Shah <deval.shah@amd.com>
Co-authored-by: Deval Shah <devashah@amd.com>
2026-07-17 13:38:59 -07:00
wendadawenandTianyu Guo 69d4f5ef63 [Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
Signed-off-by: wendadawen <wendadawen@qq.com>
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
2026-07-17 08:31:16 +00:00
3b6c96a101 [Bugfix][Pooling] Fix wrong scores for chunked prefill under torch.compile (#48901)
Signed-off-by: seewoo <seewoo@ucsc.edu>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-07-17 05:19:12 +00:00
Charlie FuandAndreas Karatzas 6a9f24aa8c [ROCm][CI] Fix cuda graph mem profile issue (#48764)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-16 04:23:18 +00:00