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525 Commits

Author SHA1 Message Date
liji-nv
e07fff4f78
[https://nvbugs/5340941] - fix: Correct custom ops used by Qwen3 Moe … (#6285) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-07-25 14:49:45 +08:00
Linda
9a99e6d6d7
fix: integration tests with nanobind (#6326) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-25 09:23:20 +08:00
Shiyu Li
375f74ecb2
[fix][nvbugs/5399355] Fix Lamport buffer clear issue for MNNVL TwoShot Allreduce and add FP16 support. (#6237) 
Signed-off-by: Shiyu Li <shili@nvidia.com>
 2025-07-25 08:01:40 +08:00
Bo Deng
ff72ca90de
Improve TransferAgentTest.SyncMessage (#6250) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-07-24 23:41:36 +08:00
Perkz Zheng
706f421cb0
[Fix] the bug in the trtllm-gen heurisitcf for MLA kernels. (#6284) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-07-24 23:40:27 +08:00
Zhenhua Wang
62298bc473
perf: customize cublastLt algo for Llamba 3.3 70B TP4 (#6315) 
Signed-off-by: Zhenhua Wang <zhenhuaw@nvidia.com>
 2025-07-24 23:01:15 +08:00
Zhou Yuxin
0ffcf9a863
Update fmhaRunner.cpp to fix guardwords scan error (#6327) 
Signed-off-by: Zhou Yuxin <yuxinz@nvidia.com>
 2025-07-24 18:32:36 +08:00
Zhou Yuxin
fca13b8c95
hopper-style context MLA (#5713) 
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 2025-07-23 14:37:20 +08:00
Perkz Zheng
2193ad3aac
[https://nvbugs/5387771] fix deadlocks due to insufficient numSemaphores (#6262) 
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
 2025-07-23 11:20:55 +08:00
Linda
60073731ca
fix: bindings unit tests for nanobind (#6221) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-22 14:51:43 +01:00
WeiHaocheng
fddb7f1141
feat: moe prepare support topk % 4 != 0 (#5742) 
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
 2025-07-22 10:42:46 +08:00
Chang Liu
7381f1dba7
[TRTLLM-5059][feat] Add KV cache reuse support for multimodal models (#5444) 
Only supports qwen in this PR
 2025-07-21 16:11:58 -07:00
Linda
3efad2e58c
feat: nanobind bindings (#6185) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-21 08:56:57 +01:00
Yuening Li
e8c068b4b1
[TRTLLM-5863][feat] Support Weight-Only-Quantization in PyTorch Workflow (#5850) 
Signed-off-by: Yuening Li <62227368+yueningl@users.noreply.github.com>
Co-authored-by: Yuening Li <62227368+yueningl@users.noreply.github.com>
 2025-07-21 15:17:35 +08:00
danielafrimi
5300a99bd8
W4A8 GEMM (#6005) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
 2025-07-20 17:34:57 +03:00
amitz-nv
98428f330e
[TRTLLM-5826][feat] Support pytorch LoRA adapter eviction (#5616) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-07-20 08:00:14 +03:00
Martin Marciniszyn Mehringer
943fd418dd
fix: Ensure mlx5 library is installed for deep_ep and remove deprecated python bindings (#6189) 
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
 2025-07-20 10:38:51 +08:00
bhsueh_NV
2e14c8f443
[Fix][Chore][Qwen3] fix bug of using fp4 on sm120 (#6065) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-07-20 10:25:25 +08:00
Void
118307c224
DeepEP LL support variable hidden size and tokens num (#6141) 
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
 2025-07-20 09:32:41 +08:00
Ziyi Xiong
66030ef815
[TRTLLM-6452][feat]: Two-model engine KV cache reuse support (#6133) 
Signed-off-by: ziyixiong-nv <fxiong@nvidia.com>
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
 2025-07-19 13:17:15 +08:00
Bo Deng
0388ff9083
[https://nvbugs/5393961][fix] record kv-cache size in MLACacheFormatter (#6181) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-07-19 05:06:45 +08:00
Stefan Niebler
d475c97c82
[nvbugs/5354884][fix] Update beam search workspace estimation to new upper bound (#5926) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-19 01:54:51 +08:00
Stefan Niebler
6d7874a467
[nvbugs/5369799] fix: Update disaggregation handling in sampler (#5762) 
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
 2025-07-19 01:40:46 +08:00
Robin Kobus
ec2b953e7e
refactor: Enhanced handling of decoder requests and logits within the batch manager (#6055) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-18 12:12:08 +02:00
QI JUN
a95f31e72a
chore: add more log in FmhaDispatcher (#6170) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-07-18 16:53:02 +08:00
xavier-nvidia
200ea9ee81
fix TMA error with GEMM+AR on TP=2 (#6075) 
Signed-off-by: Xavier Simmons <xsimmons@nvidia.com>
 2025-07-18 10:26:08 +08:00
yifeizhang-c
0155e7a3a1
[TRTLLM-6368] Update deepep dispatch API (#6037) 
Signed-off-by: Yifei Zhang <219273404+yifeizhang-c@users.noreply.github.com>
 2025-07-18 10:13:31 +08:00
Iman Tabrizian
b75e53ab69
Revert "feat: nanobind bindings (#5961)" (#6160) 
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
 2025-07-18 10:12:54 +08:00
Daniel Stokes
ae28b3a664
feat: Add support for benchmarking individual gemms in MOE benchmark (#6080) 
Signed-off-by: Daniel Stokes <40156487+djns99@users.noreply.github.com>
 2025-07-18 09:00:12 +12:00
Linda
5bff317abf
feat: nanobind bindings (#5961) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
 2025-07-17 22:42:52 +08:00
Enwei Zhu
21efb50068
[TRTLLM-6406] feat: Enable guided decoding with overlap scheduler (#6000) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-17 17:46:10 +08:00
Chuang Zhu
44c70c88f9
chore:[BREAKING CHANGE] use cacheTransceiverConfig as knobs for disagg service (#5234) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-07-17 17:42:07 +08:00
ChristinaZ
7e033c392e
Feat: Add vectorized loading for finalize kernel in MoE Trtllm backend (#5919) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-07-17 12:38:29 +08:00
Shiyu Li
6e1aee6fd6
[fix] Performance Optimization for MNNVL TwoShot Kernel (#5934) 
Signed-off-by: Shiyu Li <shili@nvidia.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-07-17 10:49:51 +08:00
qixiang-99
e09e409dfb
Fix: Enhance ModelConfig for kv cache size calculations (#5868) 
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
 2025-07-16 14:41:31 -07:00
qsang-nv
8ef8e73002
update spec_dec (#6079) 
Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>
 2025-07-16 17:50:43 +08:00
Tomer Shmilovich
0552a02943
BlockManager copy constructor fix (#5982) 
Signed-off-by: Tomer Shmilovich <tshmilovich@nvidia.com>
 2025-07-16 17:33:17 +08:00
Bo Deng
ec3ebae43e
[TRTLLM-6471] Infra: Upgrade NIXL to 0.3.1 (#5991) 
Signed-off-by: Rabia Loulou <174243936+rabial-nv@users.noreply.github.com>
Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Signed-off-by: Bo Deng <deemod@nvidia.com>
Co-authored-by: Rabia Loulou <174243936+rabial-nv@users.noreply.github.com>
Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
 2025-07-16 13:54:42 +08:00
Zheng Duan
38db4bc7fb
feat: use session abstraction in data transceiver and cache formatter (#5611) 
Signed-off-by: zhengd-nv <200704041+zhengd-nv@users.noreply.github.com>
 2025-07-16 13:52:44 +08:00
Jinyang Yuan
e761231c0b
[fix] Move NCCL group in all-gather and reduce-scatter OPs outside the outer loop (#6053) 
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
 2025-07-16 00:25:32 +09:00
Daniel Stokes
dd2491f47d
fix: Fix MOE benchmark to rotate buffers to prevent L2 cache reuse (#4135) 
Signed-off-by: Daniel Stokes <40156487+djns99@users.noreply.github.com>
 2025-07-15 13:40:42 +12:00
Daniel Stokes
f277afdd93
perf: Enable 128x256 tile shapes for FP4 MOE CUTLASS backend (#5986) 
Signed-off-by: Daniel Stokes <40156487+djns99@users.noreply.github.com>
 2025-07-14 14:04:15 -07:00
Robin Kobus
6d4b045d1f
refactor: Remove enforced sorted order of batch slots (#3502) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-07-14 17:23:02 +02:00
Perkz Zheng
4a0b7a0cf1 [https://nvbugspro.nvidia.com/bug/5355054] fallback to cubins for fp8 fmha kernels on Ada. (#5779) 
Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
Co-authored-by: qsang-nv <200703406+qsang-nv@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Yi Zhang
9cc4e5d50e [nvbugs/5336321][fix] Enable attention dp = False test case, Fix TRTLLM Gen Moe workspace allocation (#5463) 
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
Signed-off-by: yizhan <187001205+yizhang-nv@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
Dom Brown
afaa388bee [TRTLLM-6100] fix: Nvbug 5356427: autotuned TRTLLM Gen fp8 block scale MoE illegal memory access (#5676) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-07-14 17:17:30 +08:00
dongxuy04
c04570a506
Use huge page mapping for host accessible memory on GB200 (#5963) 
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
 2025-07-14 16:11:04 +08:00
Enwei Zhu
ed77ef2ff4
fix: Fix MoE benchmark (#5966) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-14 15:17:26 +09:00
Yuan Tong
a36ac45c4d
fix: fast redux detection in trtllm gen routing kernel (#5941) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-07-13 16:35:07 +08:00
Enwei Zhu
bc1d4fb5da
[NvBug 5378370] fix: Fix alltoall for llama4 (apply_router_weight_on_input=True) (#5902) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-07-12 15:50:31 +09:00