Commit Graph

891 Commits

Author SHA1 Message Date
Void
f172face98
DeepEP LL dispatch FP4 (#6296)
Signed-off-by: Yilin Zhang <18275976+yilin-void@users.noreply.github.com>
2025-07-28 11:25:42 +08:00
Yukun He
93a0fd0a23
[TRTLLM-6445] feat: Enable AllReduce-associated fusion patterns in Llama3/4. (#6205)
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
2025-07-28 09:36:26 +08:00
YueWeng
2dd3186727
fix: remove cudaStreamSynchronize when using relaxed acceptance (#5262)
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
2025-07-28 09:18:41 +08:00
Ziyi Xiong
d853811190
[https://nvbugs/5402719][fix]: Add cuda graph dummy requests to the spec_resource_manager (#6258)
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
2025-07-26 20:32:39 -04:00
Michal Guzek
08d57123f9
[nvbug/5374773] chore: Add a runtime flag to enable fail fast when attn window is too large to fit at least one sequence in KV cache (#5974)
Signed-off-by: moraxu <mguzek@nvidia.com>
2025-07-25 18:10:40 -04:00
ameynaik-hub
1e5e71aa42
Mtp optimizations round1 (#5689)
Signed-off-by: Amey Naik <212485788+ameynaik-hub@users.noreply.github.com>
Co-authored-by: Kefeng-Duan <176893526+Kefeng-Duan@users.noreply.github.com>
2025-07-25 13:48:27 -04:00
nv-guomingz
b8d4cb8beb
feat: Support JSON Schema in OpenAI-Compatible API (#6321)
Signed-off-by: noiji <52301388+noiji@users.noreply.github.com>
2025-07-25 12:55:56 -04:00
xiaoqi
a0aecf0476
[feat]: support logit_bias (#5354)
Signed-off-by: xq25478 <xq25478@qq.com>
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Co-authored-by: hexiao.xq <hexiao.xq@antgroup.com>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-25 09:37:41 +00:00
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
Mike Iovine
0f2f11f90b
[TRTLLM-6453][feat] Support chunked prefill on spec decode 2 model (#6104)
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-07-24 21:50:11 -04:00
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
Frank
f8f5ba65fc
[fix] Update to remove popping of KV cache and other args. (#6310)
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
2025-07-24 15:54:33 -04:00
Stefan Niebler
0df758ec9f
[TRTLLM-6650][feat] Enhance beam search support with CUDA graph integration (#6217)
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
2025-07-24 18:04:41 +02:00
bhsueh_NV
7b6aadc800
[Fix][nvbug 5401163][nvbug 5404726][Qwen3] Fix bug of MoE on tp > 1 with trtllm moe backend (#6235)
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-07-24 21:47:37 +08:00
liji-nv
14d94a3856
feat: Add non UB AR + Residual + Norm + Quant fusion (#6320)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-07-24 05:51:43 -04:00
Lizhi Zhou
a63a1ac7f9
[TRTLLM-6444] Add some UCX trouble shooting docs and print UCX related logs (#6085)
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
2025-07-24 16:21:01 +08:00
QI JUN
428e34080f
chore: remove unused variables in pyexecutor (#6280)
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-07-24 13:16:15 +08:00
Stefan Niebler
2486eb778e
[TRTLLM-6651][feat] Enable Overlap scheduler + Beam Search in TRTLLM Sampler (#6223)
Signed-off-by: Stefan Niebler <82932102+stnie@users.noreply.github.com>
2025-07-23 12:30:50 +02:00
YueWeng
ed62a06eef
[nvbug/5322354] fix PD + MTP + overlap scheduler accuracy issue (#6136)
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
2025-07-23 14:53:37 +08:00
QI JUN
a8253b942f
chore: remove duplicate should_stop_processing check (#6242)
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-07-23 14:11:23 +08:00
Yechan Kim
83c3ed128b
chore: set default device to cpu on Multimodal models (#5994)
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-07-22 21:45:31 -07:00
Erin
5636c67388
fix: nvbug_5398806 (#6239) 2025-07-23 11:45:11 +08:00
Venky
9538c8d0e5
Add basic Nemo Ckpt Lora Loading in pytorch flow (#6019) 2025-07-22 19:42:45 -07:00
wili
8ecdeee300
[refactor] Simplification of Speculative decoding configs - Part 2 (#5936)
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
2025-07-23 09:20:27 +08:00
Lucas Liebenwein
41fb8aa8b1
[AutoDeploy] merge feat/ad-2025-07-07 (#6196)
Signed-off-by: Gal Hubara Agam <96368689+galagam@users.noreply.github.com>
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
Signed-off-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Signed-off-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
Signed-off-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Gal Hubara-Agam <96368689+galagam@users.noreply.github.com>
Co-authored-by: Neta Zmora <nzmora@nvidia.com>
Co-authored-by: nvchenghaoz <211069071+nvchenghaoz@users.noreply.github.com>
Co-authored-by: Frida Hou  <201670829+Fridah-nv@users.noreply.github.com>
Co-authored-by: Suyog Gupta <41447211+suyoggupta@users.noreply.github.com>
Co-authored-by: Grzegorz Kwasniewski <213329731+greg-kwasniewski1@users.noreply.github.com>
2025-07-23 05:11:04 +08:00
2ez4bz
ab7434ac62
[feat] Enable TP and batching for PixtralVisionModel / Mistral3VLM (#6152)
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
2025-07-22 11:06:41 -07:00
John Calderon
b7c8a672da
[Issue 6193] Fix gemma3vl weight loader (#6233)
Signed-off-by: John Calderon <johncalesp@gmail.com>
2025-07-22 10:32:18 -07:00
danielafrimi
ff9963978a
Add register_fake for finegrained_mixed_dtype_gemm torch_op (#6255)
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
2025-07-22 16:59:55 +03:00
Yiqing Yan
3e18ee5fe1
chore: bump version to 1.0.0rc5 (#6252)
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-07-22 16:24:28 +08:00
Pengyun Lin
48ddc3d4b9 [fix]: Revert commit 388b491 (#6143)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-22 12:48:00 +08:00
Yi Zhang
eb7d0f84b5 [nvbugs/5368410][fix] Disable moe allreduce for multi node (#5918)
Signed-off-by: Yi Zhang <187001205+yizhang-nv@users.noreply.github.com>
2025-07-22 12:48:00 +08:00
Fanrong Li
c66941036f fix: fix index out of bounds error in spec decoding (#5954) 2025-07-22 12:48:00 +08:00
Shunkangz
ee45e0c63f
feat: Refactor the fetching request logic (#5786)
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
2025-07-22 09:16:28 +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
Ziyi Xiong
d7f0b0ab68
[fix] Correct the returned value of has_spec_drafter (#6178)
Signed-off-by: ziyixiong-nv <219238287+ziyixiong-nv@users.noreply.github.com>
2025-07-21 11:38:59 -04:00
Pengyun Lin
9832bef07d
[BREAKING CHANGE]: change default backend to PyTorch in trtllm-serve (#5717)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-21 21:09:43 +08:00
liji-nv
3e0fb60e50
[TRTLLM-4279] feat: Multistream initial support for torch compile flow (#5847)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-07-21 19:10:22 +08:00
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
Jinyang Yuan
88076eecd0
[fix] Fix can_use_alltoall in fused_moe_wide_ep.py (#6173)
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
2025-07-21 10:53:07 +08:00
brb-nv
ca9bc5727e
fix: Flush stale PlanParams with custom attention mask (#6163)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-21 09:55:09 +08:00
brb-nv
a433ebad2b
enh: Lift expectation of single image per sample in Gemma3 VLM (#6195)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-21 08:43:07 +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
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
Pengyun Lin
69e9f6d489
[fix]: Skip prompt length checking for generation only requests (#6146)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-07-19 21:26:37 +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
Rashid Kaleem
152e2df43b
[Disaggregated] Add retry knobs and handling (#5808)
Signed-off-by: Rashid Kaleem <4079439+arekay@users.noreply.github.com>
Signed-off-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: Shi Xiaowei <39303645+Shixiaowei02@users.noreply.github.com>
2025-07-19 07:27:59 +08:00
John Calderon
fc8b29c4ff
[Issue 5927][fix] Avoid memory calls during broadcast for single GPU (#6010)
Signed-off-by: John Calderon <johncalesp@gmail.com>
2025-07-18 14:21:03 -07:00