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818 Commits

Author SHA1 Message Date
Tian Zheng
cfebfbb505
[https://nvbugs/5783509][fix] Fix a hang issue when enabling skip softmax on Blackwell (#10490) 
Signed-off-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
 2026-01-16 18:59:54 +08:00
Yukun He
f001c4946d
[https://nvbugs/5782112][fix] Fix hanging issue for MNNVL Allreduce under PP (#10633) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2026-01-16 13:03:36 +08:00
Enwei Zhu
7b8b9ccbaf
[https://nvbugs/5669671][fix] Support GuidedDecoder with sharded logits (#10698) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2026-01-16 11:04:26 +08:00
Thor Johnsen
0998a7bf20
[https://nvbugs/5721661][fix] Prevent out-of-bounds read (#9879) 
Signed-off-by: thorjohnsen <41591019+thorjohnsen@users.noreply.github.com>
 2026-01-15 10:51:40 -06:00
Lizhi Zhou
93db0d5e18
[TRTLLM-9942][feat] new request states and kvcache transceiver APIs in generation-first disagg (#10406) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2026-01-15 19:18:21 +08:00
Pengbo Wang
683515b1bd
[None][feat] Use XQA JIT impl by default and mitigate perf loss with sliding window (#10335) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2026-01-15 15:47:00 +08:00
Perkz Zheng
71ccc07d2b
[None][feat] update trtllm-gen to support groupsTokensHeadsQ (#10261) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2026-01-15 02:24:25 -05:00
彭晋韬(jtao peng)
211c44b951
[None][feat] Adding torch ext API for FusedAddRMSNormQuant kernel (#9905) 
Signed-off-by: jintaop <jintaop@nvidia.com>
 2026-01-15 07:29:15 +08:00
Emma Qiao
01083b56bf
[TRTLLM-9849][infra] Update dependencies to 25.12 (#9818) 
Signed-off-by: qqiao <qqiao@nvidia.com>
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: Emma Qiao <qqiao@nvidia.com>
Signed-off-by: xxi <xxi@nvidia.com>
Signed-off-by: xxi <95731198+xxi-nv@users.noreply.github.com>
Co-authored-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: xxi <xxi@nvidia.com>
Co-authored-by: xxi <95731198+xxi-nv@users.noreply.github.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
 2026-01-14 21:54:04 +08:00
jmydurant
e7882d5c74
[None][feat] MiniMax M2 support (#10532) 
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
 2026-01-14 17:38:58 +08:00
dongfengy
6ee8dbfe0b
[https://nvbugs/5772396][fix] WAR: Disable TinyGEMM PDL due to accuracy issues (#10619) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2026-01-13 12:40:11 -05:00
benzh-2025
6df2c8a074
[None][feat] add fp4 gemm + allreduce (#9729) 
Signed-off-by: benzh 
Signed-off-by: benzh-2025
 2026-01-13 21:11:13 +08:00
Void
7d16f3a28b
[https://nvbugs/5788127][fix] Use uint64_t as the dtype of lamport_buffer_size to avoid overflow (#10499) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2026-01-13 17:16:22 +08:00
Iman Tabrizian
48b09e5a25
[https://nvbugs/5689235][fix] Fix cancellation+chunked prefill+disagg (#10111) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2026-01-12 18:23:26 -05:00
Pengbo Wang
c0e25e5418
[TRTLLM-10022][feat] Add hopper xqa decode support for skip softmax attention (#10264) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2026-01-11 19:26:10 -05:00
Min Yu
9cae7277ea
[https://nvbugs/5726962][feat] Apply fusion for W4AFP8_AWQ MoE (#9838) 
Signed-off-by: Min Yu <171526537+yumin066@users.noreply.github.com>
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
Co-authored-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
 2026-01-06 10:16:41 +08:00
Chuang Zhu
536a8f6a9c
[TRTLLM-9527][feat] Add transferAgent binding (step 1) (#10113) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2026-01-06 08:40:38 +08:00
Balaram Buddharaju
a792c23dcf
[TRTLLM-9465][fix] Swap TP-CP grouping order (#10350) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2026-01-05 20:08:03 +08:00
Fanrong Li
4931c5eb3a
[None][feat] update deepgemm to the DeepGEMM/nv_dev branch (#9898) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2026-01-05 16:43:42 +08:00
Yukun He
d272f1a9bc
[TRTLLM-8821][feat] Apply AutoTuner to AllReduce Op for strategy tuning. (#8531) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2026-01-05 15:44:37 +08:00
Cheng Hang
656c705ff1
[None][feat] sm100 weight-only kernel (#10190) 
Signed-off-by: Cheng Hang <chang@nvidia.com>
 2026-01-05 09:44:36 +08:00
dongfengy
afc533193d
[None][feat] Support nvfp4 for gptoss (#8956) 
Signed-off-by: Dongfeng Yu <dongfengy@nvidia.com>
 2026-01-04 08:57:44 -05:00
Ludwig Schneider
59045a0e41
[None][fix] [fix] Make NCCL resource manager destructor exception-safe (#10166) 
Signed-off-by: Ludwig Schneider <lschneider@nvidia.com>
 2026-01-03 10:25:05 -05:00
Bo Deng
9e7b50aefb
[TRTLLM-9752][fix] WAR: Disable PDL for quant kernels to fix accuracy issues (#10285) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2026-01-03 14:34:55 +08:00
Yueh-Ting (eop) Chen
9cee32ab39
[https://nvbugs/5625990][fix] Respect VSWA scheme when doing block store for reuse and load block for reuse in KV cache manager (#10183) 
Signed-off-by: eopXD <yuehtingc@nvidia.com>
 2025-12-29 14:29:14 +08:00
Guoming Zhang
93ac0bc1dc
[TRTLLM-10126][feat] Increase topk upper limit to 22 for NVLinkOneSid… (#10229) 
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
 2025-12-27 22:48:10 +08:00
Jin Li
c04563657e
[TRTLLM-7735][feat] Attention NVFP4 out support for torch compile (#9740) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-12-27 00:07:20 +08:00
Jin Li
7e4cef9def
[None][fix] Cherry-pick conflict changes for PR 7999 PR 8515 (#9446) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-12-25 10:23:04 -05:00
Zhenhuan Chen
8462cf6c96
[TRTLLM-9578][feat] make PDL enabled by default (#9695) 
Signed-off-by: Zhenhuan Chen <zhenhuanc@nvidia.com>
 2025-12-25 07:15:24 -05:00
Gabriel Wu
1d01214ff0
[None][feat] Drop non-deepgemm fp8 block scale gemm (#10256) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
 2025-12-25 14:52:52 +08:00
Jonas Li
ecea71ca7a
[None][chore] Update tinygemm kernel name (#10248) 
Signed-off-by: Jonas Li <6110159+longlee0622@users.noreply.github.com>
 2025-12-24 02:33:25 -05:00
Balaram Buddharaju
8c1cfc872b
[TRTLLM-9493][feat] Custom AllToAll for helix parallelism (#9986) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-12-23 18:14:30 -08:00
Roey Azran
8408c40d8b
[https://nvbugs/5702786][fix] Fix race conditions in KV cache communication during unexpected termination (#10076) 
Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>
 2025-12-23 14:09:51 +02:00
Shiyu Li
3ddc9d2b48
[https://nvbugs/5729697][fix] MNNVL Allreduce: use CUDA runtime instead of Macro to get SM version. (#10062) 
Signed-off-by: Shiyu Li <shili@nvidia.com>
 2025-12-23 16:07:07 +08:00
Bo Li
cc1323be24
[None][fix] Fix the bug for top_k=10 in NVLinkOneSided AlltoAll. (#10197) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-12-23 02:13:37 -05:00
Bo Li
472fe497dc
[None][chore] NVLinkOneSided AlltoAll Support zero local_num_tokens. (#9822) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-12-22 05:57:12 -05:00
Perkz Zheng
c87f1a6b39
[https://nvbugs/5503479][fix] update trtllm-gen kernels to address few bugs (#10089) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-12-22 04:45:33 -05:00
Bo Li
a66eeab537
[TRTLLM-9805][feat] Skip Softmax Attention. (#9821) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
Co-authored-by: Tian Zheng <29906817+Tom-Zheng@users.noreply.github.com>
 2025-12-21 02:52:42 -05:00
Enwei Zhu
2ce785f39a
[https://nvbugs/5643631][fix] Fix hostfunc seg fault (#10028) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-12-20 07:58:43 -05:00
longcheng-nv
b882393d69
[https://nvbugs/5720357][fix] Fix indice offset overflow in custom Top-K kernel and corresponding UT case (#10027) 
Signed-off-by: longcheng-nv <243710427+longcheng-nv@users.noreply.github.com>
Co-authored-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-12-19 14:58:01 -05:00
Wangjue Yao
9f283f330b
[None][feat] Support Mooncake transfer engine as a cache transceiver backend (#8309) 
Signed-off-by: wjueyao <wyao123@terpmail.umd.edu>
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-12-19 10:09:51 +08:00
Chuang Zhu
e0b2a94309
[None][fix] Fix ready signal in NIXL backend (#10000) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-12-19 09:43:40 +08:00
Enwei Zhu
6fe89ea00f
[TRTLLM-9819][perf] Reuse alltoall workspace for CuteDSL MoE output (#9840) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-12-18 10:36:38 -08:00
CarstyYou
0b279f4ad4
[https://nvbugs/5456493][feat] Add fp8 bmm on sm120 (#9687) 
Signed-off-by: CarstyYou <186021327+CarstyYou@users.noreply.github.com>
 2025-12-18 22:57:20 +08:00
Nikita Korobov
3b4f26e4d1
[None][feat] update TRT-LLM Gen MoE for NvFp4 + bias with tileN=256 (#9734) 
Signed-off-by: Nikita Korobov <14355239+nekorobov@users.noreply.github.com>
 2025-12-18 11:58:23 +01:00
Perkz Zheng
064b67e40c
[https://nvbugs/5727952][fix] a pdl bug in trtllm-gen fmha kernels (#9913) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-12-16 00:34:37 -08:00
Yihan Wang
6b5ebaae3e
[None][chore] Update internal_cutlass_kernels artifacts (#9992) 
Signed-off-by: Yihan Wang <yihwang@nvidia.com>
 2025-12-15 21:15:25 -08:00
ChristinaZ
dff77efa2a
[None][feat] Add routing support for the new model for both cutlass and trtllm moe backend (#9792) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-12-15 19:59:08 -08:00
Anthony Chang
ad12b795c9
[https://nvbugs/5661741][fix] Fix accuracy issue in TRTLLM MoE introduced in #9377 (#9999) 
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
 2025-12-15 03:31:56 -08:00
Void
dda7658306
[https://nvbugs/5655885][fix] fix invalid instruction error in 2shot ar kernel on Ampere (#9394) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2025-12-15 14:22:56 +08:00