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991 Commits

Author SHA1 Message Date
HuiGao-NV
253af9f9af
[https://nvbugs/5410391][bug] Support to share device buffers in attention meta (#6557) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-08-22 13:19:27 +08:00
Pamela Peng
1e5a6be55d
[https://nvbugs/5448442][fix] Skip trtllm moe backend for sm120 (#7010) 
Signed-off-by: Pamela <179191831+pamelap-nvidia@users.noreply.github.com>
 2025-08-21 13:34:07 -04:00
Venky
9eac744d72
[https://nvbugs/5464088] [fix] dequantize fp8 activation input to lora forward; update perf test config (#7014) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-21 08:28:54 -04:00
ChristinaZ
a875e50321
[https://nvbugs/5392414] [fix] For release 1.0 cherry pick. Add customized default routing method (#7068) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-08-21 20:06:50 +08:00
Yan Chunwei
caf73f5bab
[https://nvbugs/5383702][fix] test_llm_api_pytorch.py::TestLlama3_1_8BInstruct::test_fp8_4gpus (#6889) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-21 08:56:42 +08:00
Yan Chunwei
e77ec061db
[https://nvbugs/5451296][fix] zmq nonblock bug with retry (#7019) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-21 08:34:46 +08:00
yifeizhang-c
5959d72d74
[https://nvbugs/5394392][fix] Enlarge scheduler capacity under disagg bs == 1 (#6975) 
Signed-off-by: Yifei Zhang <219273404+yifeizhang-c@users.noreply.github.com>
 2025-08-20 16:32:27 +08:00
Jin Li
69846c6586
[https://nvbugs/5427801][fix] Torch compile support for Llama4 and Ea… (#6978) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-20 15:06:56 +08:00
Yan Chunwei
fae43e7b46
[None][doc] add status labels to LLM class's api reference (#6899) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-19 21:50:04 -04:00
QI JUN
cd1b809d6e
[https://nvbugs/5374016][fix] improve error message (#6893) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-08-19 10:29:08 +08:00
Aurelien Chartier
fef2f1f55d
[https://nvbugs/5449155][fix] Fix DeepSeek R1 weight loading for TP16 (#6913) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-08-19 10:25:43 +08:00
Liao Lanyu
d9b9b5d053
[TRTLLM-6835][fix] Fix potential hang caused by python multiprocessing when prefetching weights (#6927) 
Signed-off-by: Lance Liao <108499334+lancelly@users.noreply.github.com>
 2025-08-18 10:20:09 +08:00
Venky
550faa9554
[https://nvbugs/5453667] [fix] reverting a breaking change: make trtllm-bench enable_chunked_context defaults backend-dependent (#6956) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-16 00:29:02 -04:00
Mike Iovine
9e02f6b9f4
[https://nvbugs/5455836][fix] Fix llama 4 FP4 (#6911) 
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
 2025-08-15 10:09:09 -04:00
Pengbo Wang @ NVIDIA
f26db3b934
[TRTLLM-6481][fix] Fix deepseek r1 accuracy issue (#6868) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-08-15 15:56:35 +08:00
brb-nv
a00ca11673
[None][chore] Add docs for Gemma3 VLMs (#6880) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-14 18:23:32 -07:00
Yukun He
d62b9c0ed7
[None][fix] Complete the last missing allreduce op in Llama3/4. (#6850) 
The allreduce op of the last decoder layer is missing in some circumstances for the models Llama3 and Llama4.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-08-15 09:07:09 +08:00
Anurag Mukkara
a8618b2d14
[None][fix] Revert phi4-mm aggregate mode (#6907) 
Signed-off-by: Anurag Mukkara <134339030+amukkara@users.noreply.github.com>
 2025-08-14 15:45:45 -04:00
2ez4bz
7ebb770dce
[None][fix] Fix batching bug in Mistral3 model (#6841) 
Prior to this commit, if multiple requests with images were in the same
batch, the batching logic for the images would fail.

This commit fixes it, and adds unit tests for it that were verified to
fail prior to the fix.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-14 02:15:44 -04:00
Wanli Jiang
b4167cce68
[TRTLLM-6308][feat] Support Aggregate mode for phi4-mm (#6820) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-08-13 21:45:22 -07:00
2ez4bz
ccb62ef97e
[TRTLLM-5252][feat] Add fp8 support for Mistral Small 3.1 (#6731) 
This commit adds some level of FP8 support to Mistral Small 3.1 by:

* disabling quantization for the vision sub-model since `modelopt` does
  support quantizing it (yet).
* extending existing accuracy tests to use a modelopt produced FP8
  checkpoint.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-13 21:25:55 -04:00
Yan Chunwei
a32a2e4d82
[https://nvbugs/5383702][fix] error propagation in GenerationExecutor (#6793) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-12 12:28:06 +08:00
amitz-nv
64c878818b
[TRTLLM-6683][feat] Support LoRA reload CPU cache evicted adapter (#6786) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-11 14:31:39 -04:00
2ez4bz
efd0a51508
[TRTLLM-5252][fix] Propagate mapping to intermediate layers (#6611) (#6765) 
This commit propagates the mapping to intermediate layers to enable
tensor parallelism (amongst other things) in them.

It also fixes issues with a unit test for TP for pixtral, and adds it to a
test list.

Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
 2025-08-11 10:13:10 -07:00
dominicshanshan
864ddb3289
[https://nvbugs/5429689][fix] Fix mllama model structure update with transformers issue (#6699) 
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-08-11 10:48:35 +08:00
Yan Chunwei
21e4f51139
[TRTLLM-4721][test] Add qa test for llm-api (#6727) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-08-11 08:03:16 +08:00
Bo Deng
d289d85bff
[TRTLLM-6675][infra] Nixl test completion (#6623) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-08-08 10:15:54 +08:00
brb-nv
4adde41632
[TRTLLM-6656][chore] Validate FP8 support for Gemma3 (#6678) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-07 13:14:04 -04:00
Yiqing Yan
5664605277
[None][chore] Bump version to 1.0.0 (#6652) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-07 14:15:34 +08:00
Izzy Putterman
7e0158b583
Qwen3: Fix eagle hidden states (#6199) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-08-06 17:05:18 -04:00
Hanjun Cho
80f918cc22
[None][feat] Add Qwen3 MoE support to TensorRT backend (#6470) 
Signed-off-by: gkswns0531 <gkswns0531@gmail.com>
Signed-off-by: hanjuncho <gkswns0531@gmail.com>
Co-authored-by: bhsueh_NV <11360707+byshiue@users.noreply.github.com>
 2025-08-06 17:02:35 +08:00
Zongfei Jing
0ff8df95b7
[https://nvbugs/5433581][fix] DeepGEMM installation on SBSA (#6588) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-08-06 16:44:21 +08:00
Netanel Haber
83ee91e17b
[None][fix] Fix 6522 mpi.pkl5.intracomm.Request has wait not Wait (#6646) 
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
 2025-08-06 14:18:09 +08:00
JunyiXu-nv
13e0214fe0
[TRTLLM-6263][feat] Enable fp8 SwiGLU to minimize host overhead (#6540) 
Signed-off-by: Junyi Xu <junyix@nvidia.com>
 2025-08-06 10:42:19 +08:00
brb-nv
9a01934dbf
[None][feat] Switch to internal version of MMProjector in Gemma3 (#6572) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-05 21:48:23 -04:00
yunruis
3ff4f503ad
[None][opt] ADP schedule balance optimization (#6061) 
Signed-off-by: yunruis <205571022+yunruis@users.noreply.github.com>
 2025-08-06 09:38:02 +08:00
Yechan Kim
c17f4984e2
[None][feat] Refactor Llava-Next (#6478) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-08-05 17:53:53 -07:00
Aurelien Chartier
6da95f29a9
[None][feat] Add support for fused gate_up_proj scales for FP8 blockwise (#6496) 
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
 2025-08-05 11:22:32 -07:00
Wanli Jiang
46df8712c8
[https://nvbugs/5355007][fix] Set enable_chunked_context as True by default in trtllm bench (#6582) 
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
 2025-08-05 11:11:36 -07:00
ixlmar
1ebceb790d
[TRTLLM-5508][feat] check input tokens + improve error handling (#5170) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-08-05 18:27:43 +01:00
liji-nv
dcbfa7e509
[https://nvbugs/5252313][fix] Fix torch compile + MTP (#6554) 
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
 2025-08-05 10:31:29 -04:00
Venky
61da2daeb4
[TRTLLM-6761][refactor] Replace LogitBiasLogitsProcessor with embedding bias tensor system (#6464) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-08-05 07:14:24 -07:00
Pengbo Wang @ NVIDIA
c289880afb
[None][fix] fix kimi k2 serving and add test for Kimi-K2 (#6589) 
Signed-off-by: Pengbo Wang <221450789+pengbowang-nv@users.noreply.github.com>
 2025-08-05 18:05:33 +08:00
amitz-nv
dc84695520
[TRTLLM-6826][feat] Allow sending more than 2GiB through MPI by using mpi4py.util.pkl5 (#6522) 
Signed-off-by: Amit Zuker <203509407+amitz-nv@users.noreply.github.com>
 2025-08-05 11:28:26 +03:00
danielafrimi
ed801ff74b
[None][fix] Remove expand configuration from mamba2 mixer (#6521) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
 2025-08-05 04:18:25 -04:00
Haohang Huang
c9eebcb454
[TRTLLM-6674][feat] (Breaking Change) Hopper SWA non-cyclic kernels + KV reuse + Spec Dec (#6379) 
Signed-off-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
Signed-off-by: symphonylyh <31998628+symphonylyh@users.noreply.github.com>
 2025-08-05 07:47:41 +00:00
kris1025
6a3a921284
[TRTLLM-6685][feat] Add speculative metrics for trt llm bench (#6476) 
Signed-off-by: linquanh <linquanh@nvidia.com>
 2025-08-04 15:22:57 -07:00
Olya Kozlova
13cc1c4878
[TRTLLM-5271][feat] best_of/n for pytorch workflow (#5997) 
Signed-off-by: Olya Kozlova <okozlova@nvidia.com>
 2025-08-04 14:08:06 +02:00
brb-nv
87e4e9f468
[None][chore] Add unit test for Gemma3 lora (#6560) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-08-04 04:56:57 -04:00
Yiqing Yan
3916dbd98b
[None][chore] Bump version to 1.0.0rc6 (#6597) 
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
 2025-08-04 04:39:15 -04:00