Commit Graph

7 Commits

Author SHA1 Message Date
Yechan Kim
0893afae3d
[TRTLLM-6771][feat] Support MMMU for multimodal models (#6828)
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-08-21 08:54:12 +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
rakib-hasan
d0eb47d33a
[TRTLLM-5053] Refactoring and Unifying the Multimodal input preparation (#4506)
* refactoring the multimodal input prep

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* adding out-of-tree override option

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* adding exceptional case for llava-next

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* fixing typo

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* addressing review comments, adding placement option, handling tokenizer variations

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

* addressing pytest-asyncio behavior change

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>

---------

Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
2025-06-03 12:02:07 -07:00
Pengyun Lin
971d16a2ee
[TRTLLM-1658][feat] Enable multiple response in trtllm-serve for TRT backend (#4623)
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-28 11:36:44 +08:00
Tracin
7b19acfab1
fix: Fix chat template kwargs bug. (#4387)
* Fix chat template kwargs bug.

Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>

* Fix chat template kwargs bug.

Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>

* Fix chat template kwargs bug.

Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>

---------

Signed-off-by: Tracin <10434017+Tracin@users.noreply.github.com>
2025-05-16 23:07:46 +08:00
Yechan Kim
c6e2111f4e
feat: enhance trtllm serve multimodal (#3757)
* feat: enhance trtllm serve multimodal

1. made the load_image and load_video asynchronous
2. add image_encoded input support to be compatible with genai-perf
3. support text-only on multimodal mdoels(currently, Qwen2-VL & Qwen2.5-VL)

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* add test

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* fix bandit

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* trimming uils

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* trimming for test

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* genai perf command fix

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* command fix

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* refactor chat_utils

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* stress test genai-perf command

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

---------

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
2025-05-15 16:16:31 -07:00
Yechan Kim
5460d18b10
feat: trtllm-serve multimodal support (#3590)
* feat: trtllm-serve multimodal support

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* remove disable argument

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* remove disable

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* add and separate tests and move the doc

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* remove block_resue arg from serve.py

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

---------

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
2025-04-19 05:01:28 +08:00