Commit Graph

179 Commits

Author SHA1 Message Date
xiaoqi
28858c8711
feat(eagle3):support qwen3 dense model (#5879)
Signed-off-by: xq25478 <xq25478@qq.com>
2025-07-19 01:24:32 +08:00
Bo Li
07e8813984
feat: Remove padding in attention DP. (#6064)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
2025-07-18 23:30:34 +08:00
2ez4bz
8480c120b1
[fix] Fix Mistral3VLM weight-loading & enable in pre-merge (#6105)
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
2025-07-17 11:04:17 -07:00
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
Wanli Jiang
2d2b8bae32
feat: TRTLLM-5574 Add phi-4-multimodal pytorch-backend support (#5644)
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
2025-07-17 06:30:58 +08:00
shaharmor98
e0836f9ca9
[TRTLLM-5493] Add core infrastructure to enable loading of custom checkpoint formats (#5372)
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
2025-07-17 00:50:30 +08:00
Bo Li
fc2347eaf5
chore: Cleanup disable_fp4_allgather. (#6006)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
2025-07-16 17:54:36 +08:00
Xiaodong (Vincent) Huang
0523f77b36
support TRTLLM_DEEP_EP_TOKEN_LIMIT to allow run deep-ep on memory-con… (#5684)
Signed-off-by: Vincent Huang <vincenth@nvidia.com>
2025-07-15 18:34:21 +03:00
Rashid Kaleem
2ea4077993
[Model load] Fix llama min-latency model load (#5883)
Signed-off-by: Rashid Kaleem <4079439+arekay@users.noreply.github.com>
2025-07-15 09:29:19 +08:00
brb-nv
f5f5be9e94
enh: Bidirectional mask with multiple images for Gemma3 (#5976)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-14 22:39:18 +08:00
brb-nv
1a2d96919c
feat: Update Gemma3 Vision Encoder (#5973)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-14 22:38:10 +08:00
Yechan Kim
63139fdcff
feat: EXAONE4.0 support (#5696)
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-07-14 22:28:10 +09:00
2ez4bz
6304866ce8
[refactor] Move vision parts from processor to model for Gemma3 (#5888)
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
2025-07-11 15:13:51 -07:00
brb-nv
0385f89abc
test: Fix Gemma3 unit tests due to transformers upgrade (#5921)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-10 17:24:10 -07:00
wili
2e3cf42e03
[refactor] Simplification of Speculative decoding configs (#5639)
Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
2025-07-10 11:37:30 -04:00
Anthony Chang
7d21b55b5a
[feat] Add TRTLLM MoE nvfp4 cubins for mid-high concurrency; attention_dp for TRTLLM MoE (#5723)
Signed-off-by: Anthony Chang <27950904+rosenrodt@users.noreply.github.com>
2025-07-10 14:06:50 +08:00
brb-nv
3209b31665
feat: Custom masking utils for Gemma3 VLM (#5853)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-10 06:18:04 +09:00
2ez4bz
87fe44fd29
feat(models): Mistral3.1 VLM pytorch backend support (#5529)
Signed-off-by: William Zhang <133824995+2ez4bz@users.noreply.github.com>
2025-07-09 13:17:40 -07:00
Wanli Jiang
3f7cedec7c
Update transformers to 4.53.0 (#5747)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
Signed-off-by: Wanli Jiang <35160485+Wanli-Jiang@users.noreply.github.com>
2025-07-09 09:32:24 -07:00
DylanChen-NV
74dca0aa7b
[NVBUG-5304516/5319741]Qwen2.5VL FP8 support (#5029)
Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
2025-07-09 23:16:42 +08:00
chenfeiz0326
64fd64fcf2
[TRTLLM-6262] Fix Llama4 Scout FP4 crash issue (#5834)
Signed-off-by: Chenfei Zhang <chenfeiz@nvidia.com>
2025-07-09 14:23:21 +08:00
Chang Liu
4df5f96c8d
[Bugfix] LLama4: fix for llama4 multimodal support (#5809) 2025-07-09 13:03:40 +09:00
brb-nv
2bd09ed2d4
fix: Skip rope scaling for local layers in Gemma3 VLM (#5857)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-09 10:10:33 +08:00
Yechan Kim
5bc3a15f10
feat: add MultimodalParams & putting all multimodal params into it and refactor HyperCLOVAX & Qwen2/2.5-VL (#5522)
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-07-07 18:03:12 -07:00
brb-nv
cdaa6abce7 fix: Investigate Gemma3 1B decoder output discrepancy (#5564)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-07-04 13:14:13 +08:00
Rashid Kaleem
2b0c87e613
[ModelLoad] Concurrent load model (#5291)
Signed-off-by: Rashid K <rkaleem@nvidia.com>
Co-authored-by: Zhihan Jiang <68881590+nvzhihanj@users.noreply.github.com>
2025-07-03 22:18:04 +08:00
Jhao-Ting Chen
77082cde38
[https://nvbugspro.nvidia.com/bug/5329655] [feat] Pytorch path add spec dec param to attention op (#5146)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
2025-07-02 04:54:43 -04:00
Aurelien Chartier
fa95e402a5
feat: add LLmArgs option to force using dynamic quantization (#5346)
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
2025-07-01 12:16:09 -07:00
liji-nv
c345f5876c
[feat] Support torch compile for attention dp (#5086)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-07-01 13:48:52 -04:00
dongjiyingdjy
852b79053d
feat : support duplicate_kv_weight for qwen3 blockwise scale (#5459)
Signed-off-by: Jiying Dong <87510204+dongjiyingdjy@users.noreply.github.com>
2025-06-30 11:49:22 +08:00
amirkl94
de9779900c
feat: Add support for YARN in NemotronNAS models (#4906)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
2025-06-29 09:45:49 +03:00
peaceh-nv
cb58073ab7
Fix : fix build for sm120 (#5265)
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
2025-06-27 20:42:47 +08:00
HuiGao-NV
b3a4c1f404
feat: Remove not used padding_idx in models (#5385)
Signed-off-by: Hui Gao <huig@nvidia.com>
2025-06-25 17:19:59 +08:00
bhsueh_NV
73ba4fc320
fix: fix bug of qwen3 + eagle3 + finalize_moe_fusion (#5369)
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-06-25 09:20:23 +08:00
dongxuy04
699520082b
Add MTP support for Online EPLB (#5213)
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
2025-06-25 07:58:13 +08:00
Luis Vega
d26040e5d9
chore: delete mamba hybrid, since it is now called NemotronH (#5409)
Signed-off-by: Luis Vega <vegaluisjose@users.noreply.github.com>
2025-06-24 16:27:31 +08:00
Fanrong Li
5d4ab47d5b
fix: refactor and fix mtp vanilla (#4762)
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-06-20 05:23:39 +08:00
Fanrong Li
c7af650d5a
Fix: fix the deterministic issue in the MTP Eagle path (#5285)
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-06-19 18:08:40 +08:00
hlu1
b558232ce1
Refactor CutlassFusedMoE (#5344)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
2025-06-19 00:04:07 -07:00
Zongfei Jing
2b23cd56ce
[feat] Fusion finalize and allreduce for qwenmoe model (#5223)
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Kefeng-Duan <176893526+Kefeng-Duan@users.noreply.github.com>
2025-06-19 08:03:58 +08:00
amirkl94
8451a87742
chore: Mass integration of release/0.20 (#5082)
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Erin Ho <14718778+hchings@users.noreply.github.com>
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
Co-authored-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Co-authored-by: Erin <14718778+hchings@users.noreply.github.com>
Co-authored-by: Frank <3429989+FrankD412@users.noreply.github.com>
Co-authored-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Co-authored-by: Yechan Kim <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
2025-06-17 14:32:02 +03:00
Yilin Fan
498fadceb4
[feat] Add EAGLE3 support for Qwen3 (#5206)
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
2025-06-17 17:07:06 +08:00
tomeras91
cea5dd1e38
[TRTLLM-5835][feat] Optimized Mamba2Mixer prefill (#5128)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
2025-06-16 16:29:17 +03:00
Fanrong Li
39bba63758
[TRTLLM-4983] feat: enable overlap scheduler between draft forwards (#4802)
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-06-15 23:09:16 +08:00
Enwei Zhu
63bc62ddf4
feat: Enable EPLB to existing MoE models (#5203)
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-06-15 11:48:06 +08:00
Tailing Yuan
0b60da2c45
feat: large-scale EP(part 7: DeepEP integration) (#4792)
Signed-off-by: Tailing Yuan <yuantailing@gmail.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-06-14 19:12:38 +08:00
yunruis
b99c5ce8c1
Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560)
Signed-off-by: yunruis <yunruis@nvidia.com>
Signed-off-by: kduan <176893526+Kefeng-Duan@users.noreply.github.com>
Signed-off-by: Kefeng-Duan <176893526+Kefeng-Duan@users.noreply.github.com>
Co-authored-by: kduan <176893526+Kefeng-Duan@users.noreply.github.com>
2025-06-14 17:36:22 +08:00
Yilin Fan
06342ffb4d
[feat] Implement model-agnostic one-engine eagle3 (#4778)
Signed-off-by: Yilin Fan <206948969+nv-yilinf@users.noreply.github.com>
2025-06-13 08:11:41 -07:00
brb-nv
089be8912a
feat: Basic skeleton for Gemma3 VLM (#5108)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-06-13 17:27:04 +08:00
Mike Iovine
690873ba1a
[nvbug/5334370][fix] Fix one model EAGLE3 (#5134)
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-06-12 10:28:14 -04:00