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4,043 Commits 28 Branches 64 Tags 2 GiB
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153 Commits

Author SHA1 Message Date
Jonas Li
2645a78f34
[TRTLLM-9660][feat] Convert cuteDSL GEMM to opt-in feature (#9682) 
Signed-off-by: Jonas Li <6110159+longlee0622@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-12-06 02:24:51 -08:00
gramnarayan
098b9ff226
[#9147][feat] AutoDeploy: Draft Target Speculative Decoding (#9275) 
Signed-off-by: Govind Ramnarayan <105831528+govind-ramnarayan@users.noreply.github.com>
 2025-12-04 05:13:49 +08:00
mpikulski
84a1531594
[TRTLLM-9488][feat] use FlashInfer.sampling by default (#9545) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-12-02 16:29:55 +08:00
Yuening Li
09c840184c
[None][fix] Prevent YAML partial kv_cache_config from incorrectly overriding the complete kv_cache_config (#9262) 
Signed-off-by: Yuening Li <62227368+Yuening-wa@users.noreply.github.com>
 2025-12-02 10:10:08 +08:00
Venky
639c939a4f
[TRTC-1943][feat] Env vars override support in LLM API (#9104) 
Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
 2025-12-01 10:04:49 -08:00
heyuhhh
6e470aab72
[None] [feat] Optimize the algorithm part of RocketKV (#9333) 
Signed-off-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
 2025-12-01 09:04:09 +08:00
mpikulski
e5f39ec7cf
[TRTLLM-9488][feat] add 'disable_flashinfer_sampling' config option (#9454) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-11-28 13:00:39 +01:00
QI JUN
a67d94963e
[None][chore] update comments in llm_args.py (#9472) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-11-27 11:06:34 +08:00
YueWeng
cc336c4abd
[TRTLLM-8160][feat] Add draft token tree runtime on CDL (#8586) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-11-25 09:40:55 -05:00
QI JUN
34a6d2d28f
[TRTLLM-9302][chore] Move build config from BaseLlmArgs to TrtLlmArgs (#9249) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-11-24 10:54:41 +08:00
Yukun He
5d118e0326
[None][chore] Revise the description of enable_autotuner. (#9320) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-11-19 22:59:37 -08:00
Patrice Castonguay
9b0f45298f
[None][feat] Have ability to cancel disagg request if KV cache resource are exhausted (#9155) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-11-18 20:59:17 -05:00
Zheyu Fu
c4e02d7f04
[TRTLLM-8136][feat] Dynamic draft length in spec decode (stage 1). (#8194) 
Signed-off-by: Zheyu Fu <zheyuf@NVIDIA.com>
 2025-11-18 11:13:39 -05:00
Tri Dao
fc088e642c
[None][feat] Support Glm4MoeForCausalLM (#8256) 
Signed-off-by: Tri Dao <daominhtri0503@gmail.com>
Co-authored-by: Xuanyu Chen <xuanyuc@nvidia.com>
 2025-11-18 09:43:21 +08:00
heyuhhh
f07e9977c6
[None] [feat] Use triton kernels for RocketKV prediction module (#8682) 
Signed-off-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
 2025-11-13 18:51:09 -08:00
QI JUN
d1b003d31e
[TRTLLM-9212][chore] move MoeLoadBalancerConfig to llm_args.py (#9002) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-11-13 10:47:35 +08:00
Zhenhuan Chen
943b05e2d3
[TRTLLM-9179][feat] add pp_partition to customize each rank's layer number (#9003) 
Signed-off-by: Zhenhuan Chen <zhenhuanc@nvidia.com>
 2025-11-13 10:34:17 +08:00
mpikulski
979b3ae9ce
[TRTLLM-7723][feat] sampling using FlashInfer.sampling (#8581) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-11-11 03:21:19 -08:00
QI JUN
1c6e490894
[TRTLLM-9065][chore] remove PyTorchConfig completely (#8856) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-11-06 22:37:03 -08:00
shuyixiong
70e4d72ffa
[TRTLLM-8511][feat] Add update_weights and sleep_wakeup support for rl integration (#8302) 
Signed-off-by: shuyix <219646547+shuyixiong@users.noreply.github.com>
Co-authored-by: Liwei Ma <liweim@nvidia.com>
Co-authored-by: Jonas Yang CN <joyang@nvidia.com>
 2025-11-04 10:19:24 -08:00
Yi Zhang
496b419791
[None][doc] Add doc for torch.compile & piecewise cuda graph (#8527) 
Signed-off-by: yizhang-nv <187001205+yizhang-nv@users.noreply.github.com>
 2025-10-29 21:15:46 -07:00
Leslie Fang
451959c60d
[TRTLLM-8763][chore] Deprecate pybind based GuidedDecodingConfig usage in torch backend (#8717) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-10-29 20:37:14 +08:00
Anish Shanbhag
a09b38a862
[TRTLLM-8684][chore] Migrate BuildConfig to Pydantic, add a Python wrapper for KVCacheType enum (#8330) 
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
 2025-10-28 09:17:26 -07:00
zhanghaotong
1026069a2b
[None][feat] Add opentelemetry tracing (#5897) 
Signed-off-by: Zhang Haotong <zhanghaotong.zht@antgroup.com>
Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Zhang Haotong <zhanghaotong.zht@alibaba-inc.com>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-10-27 18:51:07 +08:00
Erin
812bc8c954
[TRTLLM-8513][feat] Add back worker extension (#8482) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-24 20:30:28 -04:00
Chang Liu
e47c787dd7
[TRTLLM-8535][feat] Support DeepSeek V3.2 with FP8 + BF16 KV cache/NVFP4 + BF16 KV cache (#8405) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: Chang Liu <9713593+chang-l@users.noreply.github.com>
Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
 2025-10-24 13:40:41 -04:00
QI JUN
6ee1c87595
[TRTLLM-8817][chore] Set default value of KvCacheConfig.free_gpu_memory_fraction explicitly (#8561) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-24 08:55:49 +08:00
Robin Kobus
3a5845e293
[TRTLLM-8714][fix] update create_input_processor to handle custom checkpoint format (#7811) 
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-10-23 10:27:56 +02:00
Anish Shanbhag
15de45d782
[TRTLLM-8682][chore] Remove auto_parallel module (#8329) 
Signed-off-by: Anish Shanbhag <ashanbhag@nvidia.com>
 2025-10-22 20:53:08 -04:00
Patrice Castonguay
879039f6d5
[https://nvbugs/5429636][feat] Kv transfer timeout (#8459) 
Signed-off-by: raayandhar <raayan.dhar@gmail.com>
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
Co-authored-by: raayandhar <raayan.dhar@gmail.com>
 2025-10-22 09:29:02 -04:00
YueWeng
8dc4aac5b6
[TRTLLM-8160][feat] Add max_total_draft_tokens (#8366) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-10-21 11:11:04 -04:00
QI JUN
616d1df7a0
[None][chore] set the default value of max_num_tokens explicitly (#8208) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-10-14 23:03:02 -07:00
Fanrong Li
0d20a8fd61
[TRTLLM-8536][feat] Add the sparse attention framework and one use case--RocketKV support (#8086) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
Signed-off-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
Co-authored-by: yuhangh <58161490+heyuhhh@users.noreply.github.com>
 2025-10-14 08:23:16 -07:00
Zheyu Fu
bac665e650
[TRTLLM-7412][feat] Turn off spec decode when the rolling average acceptance length drops below threshold. (#7283) 
Signed-off-by: Zheyu Fu <zheyuf@NVIDIA.com>
 2025-10-13 15:51:14 -07:00
kris1025
a7ea544dbe
[TRTLLM-7384][feat] enable rejection sampling for CDL (#7731) 
Signed-off-by: linquanh <linquanh@nvidia.com>
 2025-10-12 20:38:48 +08:00
Yan Chunwei
54ab9767b5
[None][chore] fix llmargs conflict (#8152) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-10-06 02:34:27 -07:00
Yan Chunwei
fb51de6c2e
[TRTLLM-8189][chore] enhance GenerationExecutor with RPC (part1) (#5543) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: chunweiy <chunweiy@nvidia.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: chunweiy <328693+Superjomn@users.noreply.github.com>
 2025-10-05 17:28:20 +08:00
Jonas Yang CN
88ea2c4ee9
[TRTLLM-7349][feat] Adding new orchestrator type -- ray (#7520) 
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Co-authored-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
Co-authored-by: Erin Ho <14718778+hchings@users.noreply.github.com>
 2025-10-04 08:12:24 +08:00
Izzy Putterman
1ad7bc4c78
[None][feat] Draft: Save state first pass (#7012) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
 2025-10-01 18:40:55 -04:00
Zongfei Jing
e9f26feeb6
[None][chore] Cherry-pick from (#7598) Make low_precision_combine as a llm arg (#7898) 
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
 2025-09-28 22:32:33 -04:00
YueWeng
a4243f0da5
[TRTLLM-6393][feat] add static tree sampling and verification (#7161) 
Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
 2025-09-26 13:16:16 -04:00
Yan Chunwei
cb466a846d [None][fix] api stability bug in status label (#7861) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
 2025-09-25 21:02:35 +08:00
Daniel Cámpora
5ccb2dea33
[None][chore] Make sampler type beta. (#7934) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-09-23 20:51:39 -07:00
mpikulski
9970345919
[TRTLLM-7728][feat] batched sampling by strategy (supersedes enable_mixed_sampler, cf. TRTLLM-7156) (#7294) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-09-23 16:05:05 -07:00
Yan Chunwei
40820e6711
[None][fix] CHERRY-PICK trtllm-serve yaml loading (#7551) (#7897) 
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-09-23 14:56:52 +08:00
yunruis
126cd707e3
[None][opt] Add batch waiting when scheduling (#7416) 
Signed-off-by: yunruis <205571022+yunruis@users.noreply.github.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
 2025-09-23 10:27:37 +08:00
sunnyqgg
80dd8fe197
[TRTLLM-6746][feat] Enable two-model spec dec for MTP Eagle (#7001) 
Signed-off-by: qgai <qgai@nvidia.com>
 2025-09-18 12:05:36 -04:00
Leslie Fang
870cfcf9a0
[None][chore] Remove executor config in create_py_executor (#7599) 
Signed-off-by: leslie-fang25 <leslief@nvidia.com>
 2025-09-18 14:24:58 +08:00
Kaiyu Xie
62042a9733
[TRTLLM-6741] [feat] enable LM tp for MTP, under attention dp case (cherry-pick #7128) (#7571) 
Signed-off-by: Cheng Hang <chang@nvidia.com>
Co-authored-by: Cheng Hang <chang@nvidia.com>
 2025-09-17 09:41:32 +08:00
Yan Chunwei
205c3a144c
[None][chore] expose tokens_per_block into KvCacheConfig (#5911) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
 2025-09-07 21:14:10 -04:00