Commit Graph
424 Commits
Author SHA1 Message Date
Nick Hill b82e908b4c [Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-05-19 10:35:54 -04:00
Ranran f3d5360591 [Bugfix][Multimodal] PyAV video backend returns keyframes labeled as targets (#42586)
Signed-off-by: Ranran <hzz5361@psu.edu>
2026-05-14 08:56:59 -07:00
Lukas Geiger 597ed13803 [Core][MM] Do not use urllib3 to parse data URLs (#42535)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2026-05-13 22:21:01 +00:00
JooHo LeeandJooHo Lee 16863072ca [Bugfix] Fix scipy audio resampling ratio (#42233)
Signed-off-by: JooHo Lee <BWAAEEEK@users.noreply.github.com>
Co-authored-by: JooHo Lee <BWAAEEEK@users.noreply.github.com>
2026-05-13 18:52:41 +08:00
zhrrr 7a08b34fbf [Model Runner V2] support qwen35 / mamba hybrid model (#35520)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-05-07 09:31:05 -07:00
yzong-rhandwang.yuqi 20dcd984f9 [Bugfix] Fix RuntimeError: Already borrowed by adding thread-safe Hugging Face fast-tokenizer wrappers (#41181)
Signed-off-by: Yifan Zong <yzong@redhat.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-05-05 14:04:01 +00:00
Avshalom Manevich a80d6f150c better logging for large uncachable items (#41145)
Signed-off-by: h-avsha <avshalom.manevich@hcompany.ai>
2026-04-29 09:48:47 -07:00
Moritz Sanft 2c06cf3486 [Bugfix] use served_model_name for multimodal error message (#41003)
Signed-off-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
2026-04-27 08:22:35 -07:00
storyiconandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 6aa057c9d7 [Multimodal] Support custom video metadata for pre-extracted frame sequences (#40133)
Signed-off-by: storyicon <storyicon@foxmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 15:50:04 +08:00
6f2c71be8f [Multimodal] Add PyAV video backend for concurrent video decoding (#39986)
Signed-off-by: Jaseel Muhammad <jaseel.muhammad@mbzuai.ac.ae>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-21 20:14:57 -07:00
Shanshan Shen 936e0b79aa [MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-04-21 14:47:53 +00:00
Nick CaoandClaude 153ba7f0f3 [Refactor] Drop direct dependency on librosa (#39079)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-04-18 06:55:38 +00:00
milesialandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> b0755523dc [Core] Reduce mm scheduler, get_num_embed overhead (#40143)
Signed-off-by: milesial <milesial@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-18 11:25:49 +08:00
Isotr0py 82531edbfb [Refactor] Remove resampy dependency (#39524)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-16 08:48:17 -07:00
Yiyang "Ian" LiuandCopilot 18b1c77211 fix: handle ImportError in load_audio (#39473)
Signed-off-by: Yiyang Liu <37043548+ianliuy@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-04-14 19:09:06 +08:00
Khairul Kabirandkhairulkabir1661 490f17d0c7 [Multimodal] Fix nested_tensors_equal: add length check for lists and tuple support (#38388)
Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
2026-04-09 04:40:37 +00:00
Juan Pérez de Algaba 58ee614221 (security) Enforce frame limit in VideoMediaIO (#38636)
Signed-off-by: jperezde <jperezde@redhat.com>
2026-04-01 10:23:45 +00:00
Andreas Karatzas 677424c7ac [Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-30 04:58:53 -07:00
aliialsaeedii 7e76af14fa [Bugfix][Frontend] Return 400 for corrupt/truncated image inputs instead of 500 (#38253)
Signed-off-by: aliialsaeedii <ali.al-saeedi@nscale.com>
2026-03-30 10:26:46 +00:00
Cyrus Leung 502c41a8f6 [Model] Use helper function to run MM processors with token inputs (where applicable) (#38018)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-26 16:44:04 +08:00
70a2152830 [MultiModal] add support for numpy array embeddings (#38119)
Signed-off-by: guillaume_guy <guillaume.guy@airbnb.com>
Signed-off-by: Guillaume Guy <guillaume.c.guy@gmail.com>
Co-authored-by: guillaume_guy <guillaume.guy@airbnb.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-03-25 20:13:04 +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
Andreas Karatzas 5dac719b2b [Bugfix] Handle libsndfile sf_error(NULL) race condition in audio fallback (#37782)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-22 13:37:29 +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
918b7890a1 [Bugfix] Fix base64 JPEG video frames returning empty metadata (#37301)
Signed-off-by: Yufeng He <40085740+universeplayer@users.noreply.github.com>
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Yufeng He <40085740+universeplayer@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-18 13:40:03 +00:00
Ekagra Ranjan b5ca9c3557 [Models] Cohere ASR (#35809)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
2026-03-17 21:04:17 +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
Hongbin Guo 4bf533623b [Doc] Fix duplicate words in comments (#36713)
Signed-off-by: Hongbin10 <jdmjdm1998@163.com>
2026-03-10 21:28:31 -07:00
Tianyu GuoandIsotr0py 5578f2a4d3 Support online use_audio_in_video (#36319)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-09 07:16:44 -07:00
Cyrus Leung f96c3ab08c [Deprecation][1/2] Remove items deprecated in v0.18 (#36470)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-09 03:43:23 -07:00
Cyrus Leung d62856b928 [Misc] Move processors to transformers_utils (#35953)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-09 11:31:39 +08:00
milesial 755356b3d1 feat: expose media_io_kwargs at runtime (#34778)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
2026-03-07 04:27:04 +00:00
Isotr0py e4ae148a78 [Refactor] Modular video loader backend refactoring (#35202)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-03-06 06:06:59 -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
Martin Hickey c3598d02fa [Misc] Remove deprecated items that are due for removal (#36006)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
2026-03-05 06:14:50 +00:00
+2 5d199ac8f2 Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>
2026-03-03 23:20:33 -08:00
William Zhang 70c73df69e [Bugfix] Fix EVS implementation for Qwen3 VL (#33607)
Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
2026-03-04 02:18:11 +00:00
Wentao YeandCyrus Leung e113a30113 [Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-02-28 17:32:37 +00:00
2aa4140402 openpangu-vl support video input (#34134)
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-26 03:08:09 +00:00
Nicolò Lucchesi f91808ae0d [MM] Allow audio chunking for offline LLM (#34628)
Signed-off-by: NickLucche <nlucches@redhat.com>
2026-02-23 21:04:28 -08:00
Cyrus Leung 392645454b [Refactor] Decouple TimingContext from InputProcessingContext (#35083)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-23 14:15:50 +00:00
Neil Schemenauer 54e2f83d0a [Feature] Lazy import for the "mistral" tokenizer module. (#34651)
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
2026-02-23 00:43:01 -08:00
Cyrus Leung 987506bca6 [Refactor] Simplify dummy data generation (#35025)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-22 20:55:27 -08:00
Russell Bryantandisotr0py 6f3b2047ab [Core] Fix SSRF bypass via backslash-@ URL parsing inconsistency (#34743)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: isotr0py <2037008807@qq.com>
2026-02-18 03:53:35 +00:00
Cyrus Leung a0d8d944e2 [Renderer] Move MM Hash parsing into Renderer (#34711)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 19:18:55 -08:00
Cyrus Leung 574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 05:29:01 -08:00
Cyrus Leung ec17bdd894 [Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-15 23:46:33 -08:00
Cyrus Leung 73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-02-14 10:14:21 -08:00
Shiyan Deng ed242652d7 [bug] Make sure get_modality_with_max_tokens is deterministic (#34533)
Signed-off-by: Shiyan Deng <dsy842974287@meta.com>
2026-02-13 20:02:59 -08:00
Cyrus Leung 372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-12 20:47:01 -08:00