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352 Commits

Author SHA1 Message Date
Varun Sundar Rabindranath
2ad7c0335f [Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B (#38306) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2026-04-02 21:14:57 -07:00
Luciano Martins
08ed2b9688 feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2026-04-02 11:13:28 -07:00
wang.yuqi
719735d6c5 [CI Failure] pin colmodernvbert revision (#38612) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-31 10:54:54 +00:00
wang.yuqi
d9d21eb8e3 [Frontend][3/n] Improve pooling entrypoints | scoring. (#28631) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-31 07:52:00 +00:00
haosdent
d39b8daf5f [Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-29 00:27:52 +00:00
Cyrus Leung
ba2f0acc2d [Misc] Reorganize inputs (#35182) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-25 10:22:54 -07:00
Harry Mellor
d215d1efca [Mypy] Better fixes for the mypy issues in vllm/config (#37902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-25 06:14:43 -07:00
Nick Cao
935c46dd9b [Model] Add Granite 4.0 1B speech to supported models (#38019) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-03-24 18:23:41 +00:00
Lasha Koroshinadze
e7767eccae Fix AudioFlamingo3/MusicFlamingo HF parity and RoTE handling (#37643) 
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
 2026-03-23 10:29:07 +08:00
Andreas Karatzas
c862481c02 [CI] Skip ISAAC multimodal tests due to broken upstream HF model weights (#37781) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-22 13:23:32 +08:00
Andreas Karatzas
0d50fa1db6 [ROCm][CI] Mark gemma3 as large GPU test to avoid OOM on MI250 (#37610) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-21 12:57:25 +08:00
Isotr0py
c7f98b4d0a [Frontend] Remove librosa from audio dependency (#37058) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-21 11:36:15 +08:00
Andreas Karatzas
fb4e8bf442 [ROCm][CI] Fix accuracy for llama-nemotron-vl pooling tests (#37613) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-20 10:16:59 -07:00
Harry Mellor
9f6d9dd371 Fix attribute error in isaac_patch_hf_runner (#37685) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-20 14:49:40 +00:00
Andreas Karatzas
5a4a179591 [ROCm][CI] Fix granite_speech test for gfx90a by selecting compatible attention backend (#37611) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-20 17:07:26 +08:00
Cyrus Leung
765e461065 [Bugfix] Fix Nemotron Parse loading (#37407) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-19 09:55:29 +00:00
Cyrus Leung
99267c23ca [2/3] Refactor InternVL-based processors (#37324) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-18 22:22:19 +08:00
Andreas Karatzas
eaf7c9b976 [CI] Fix PaddleOCR-VL HF test failure due to create_causal_mask API rename (#37328) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-18 09:44:12 +00:00
Athrael Soju
c0745a851a [Model] Add ColQwen3.5 4.5B support (#36887) 
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-17 21:17:02 +00:00
Cyrus Leung
51f0acda79 [Model] Remove unused handle_oov_mm_token (#37321) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-17 19:44:52 +00:00
Isotr0py
a836524d20 [Chore] Replace all base64 usages with faster pybase64 package (#37290) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-17 14:44:19 +00:00
Harry Mellor
ecfcdd2ce4 Fix Phi3 test that fails with Transformers v5 (#37298) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-17 14:29:24 +00:00
Cyrus Leung
f340324335 [1/2] Move InternVL-based processors (#37260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-17 21:50:56 +08:00
Raushan Turganbay
55e6d3d5c0 [Bugfix] Make siglip/clip compatible with transformers v5 (#37200) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-03-16 16:48:18 +00:00
Isotr0py
912fbe9555 [Bugfix] Fix Qwen2.5-Omni/Qwen3-Omni use_audio_in_video with multi-video inputs (#37147) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-16 08:56:06 +00:00
Andreas Karatzas
d4c57863f7 [ROCm][CI] Fix engine teardown and text normalization to stabilize voxtral test (#37138) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-16 04:49:31 +00:00
Harry Mellor
0005d2a3c9 Use Transformers v5 WeightRenaming for Transformers modeling backend (#31545) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-13 20:49:08 +00:00
Isotr0py
abf61aaa8e [Bugfix] Fix Qwen2.5-omni/Qwen3-omni mm_processor cache for audio_in_video request (#36800) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-13 18:16:05 +00:00
Nikita
10f08dedfa [Model] Add ColPali late interaction model for multi-modal retrieval (#36818) 
Signed-off-by: Nikita Sukharev <kaonael@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-13 02:18:57 +00:00
István Ketykó
00726c74c9 [Bugfix][Model] Fix DeepSeek-OCR TensorSchema crash on empty images_crop (#36670) 
Signed-off-by: István Ketykó <istvan.ketyko@gmail.com>
 2026-03-12 15:35:54 +08:00
Harry Mellor
5efa206a8c Fix ExaoneMoeMTP test that never ran in Transformers v4 (#36792) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-11 17:10:23 +00:00
Cyrus Leung
196802dfa6 [Misc] Clean up renderers (#36770) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-11 16:39:29 +00:00
Harry Mellor
d5816c8c2f Fix tied weights in weight mapping test for Transformers v5 (#36788) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-11 15:10:26 +00:00
Weiguang Li
724759684c [Bugfix] Fix Qwen3-VL timestamp mismatch when using num_frames without fps (#36136) 
Signed-off-by: OiPunk <codingpunk@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 03:13:06 -07:00
tunglinwood
42fadebecb [Model] Add support for moonshotai/Kimi-Audio-7B-Instruct (#36127) 
Signed-off-by: tunglinwood <tunglinwood@gmail.com>
Signed-off-by: tunglinwood <tomwu.tunglin@gmail.com>
Signed-off-by: tunglinwood <113751333+tunglinwood@users.noreply.github.com>
 2026-03-10 21:24:48 -07:00
Micah Williamson
4ff9b045fe [ROCm][CI] Prep Tests For Change To ROCM_ATTN As New Default Backend On ROCm (#36025) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-09 13:27:55 -05:00
Matthew Bonanni
77a73458e3 Reapply [Attention] Refactor check_and_update_config (#35122) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 07:17:14 -07:00
Alex Brooks
10f4db4dbe [Frontend] Add Support for MM Encoder/Decoder Beam Search (Offline) (#36153) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-06 01:16:56 -08:00
Cyrus Leung
6dd302653f [Misc] Rename group_mm_kwargs_by_modality -> group_and_batch_mm_kwargs (#36158) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-06 12:32:48 +08:00
Jiayi Yan
6a895197fa [Bugfix][CI] fix typos (#34934) 
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-05 17:05:46 +00:00
Isotr0py
7d8bbe6f42 [CI/Build] Automatically patch video metadata for multimodal processor test (#35822) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-03 04:27:45 +00:00
Jakub Zakrzewski
c8b678e53e [Model] Add support for nvidia/llama-nemotron-rerank-vl-1b-v2 (#35735) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
 2026-03-03 08:32:14 +08:00
Roger Wang
1b82b433fc [Bugfix] Fix MM processor test for Qwen3.5 (#35797) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-03-02 23:05:08 +00:00
Yueqian Lin
e8249378e4 [Bugfix] Fix check_interleaved_audio_video false positive for batched non-interleaved requests (#35487) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-27 06:48:25 -08:00
Jakub Zakrzewski
111d869069 [Model] Add nvidia/llama-nemotron-embed-vl-1b-v2 multimodal embedding model (#35297) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
 2026-02-26 14:17:17 +00:00
Cyrus Leung
845ee348ef [Misc] Standardize handling of mm_processor_kwargs.size (#35284) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-26 13:05:46 +00:00
Yueqian Lin
c0615a296d [Bugfix] Fix Qwen2.5-Omni and Qwen3-Omni mixed-modality embed regression (#35368) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
 2026-02-26 11:58:23 +00:00
Andreas Karatzas
8fd6975479 [ROCm][CI] Disable skinny GEMMs in multimodal tests to fix non-deterministic results (#35049) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-25 16:48:37 +00:00
Isotr0py
d12d201409 [Bugfix] Fix failing FunASR processor test (#35111) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-24 04:13:45 -08:00
eustlb
b3ad37c5db [glm-asr] change defaults dummy audio size (#35108) 
Signed-off-by: Eustache Le Bihan <eulebihan@gmail.com>
 2026-02-24 04:13:33 -08:00