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274 Commits

Author SHA1 Message Date
Patrick von Platen
5019c59dd2 [Voxtral Realtime] Introduce global log mel max (#33574) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-02 17:01:47 -05:00
Isotr0py
4061dcf4c5 [Bugfix] Enable Kimi k25 processor test (#33562) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-02 14:25:25 +00:00
Cyrus Leung
88c3e114d8 [Refactor] Move MM data parsing outside processor (#33408) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 16:46:14 +00:00
Patrick von Platen
15e0bb9c42 [Streaming -> Realtime] Rename all voxtral related classes, fn, files (#33415) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-01-31 04:49:00 +00:00
Harry Mellor
67239c4c42 Fix encoder-decoder model disabling mm processor cache (#33236) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 16:30:10 +00:00
Cyrus Leung
c6e7404cc5 [Multimodal] Simplify MM input definitions (#33331) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-29 13:32:04 +00:00
Patrick von Platen
40c35038d2 [Voxtral] Streaming example (#33042) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-01-29 03:22:49 -08:00
andrii.pasternak
615e8033e5 [Bug Fix] Handle variable-length tensors in MultiModalFlatField batching (#31751) 
Signed-off-by: Andrii Pasternak <andriipasternak31@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-29 10:42:59 +00:00
Isotr0py
3a92c6f3b5 [Misc] Cleanup Kimi-K2.5's vision chunk modality entrypoints (#33157) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-29 09:46:02 +00:00
Harry Mellor
14385c80fc Fix weight mapping test for Transfomers v5 (#33162) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-27 12:30:14 +00:00
Yuxuan Zhang
bb17e8f11c [GLM-OCR] GLM-OCR with MTP Support (#33005) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-26 06:24:43 -08:00
Cyrus Leung
11b556878b [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 15:00:28 +08:00
JJJYmmm
7e67df5570 [Bugfix] fix encoder cache hang in Qwen3VL (#32684) 
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-25 05:17:31 +00:00
Patrick von Platen
3f3f89529d [Voxtral] Add new streaming arch (#32861) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 12:41:52 +01:00
Nicolò Lucchesi
ea6102b85d [Bugfix] Fix Whisper/encoder-decoder GPU memory leak (#32789) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-22 10:50:37 +00:00
Huy Do
f5fdec8ce2 Upgrade transformers-4.57.5 (#32287) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2026-01-22 05:19:19 +00:00
Alex Brooks
27b81e010d [Bugfix] Fix Granite Vision / Don't use Siglip Pooling Head Nested Models by Default (#32299) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2026-01-21 11:11:52 +08:00
wang.yuqi
4ae77dfd42 [Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-16 06:17:04 +00:00
Cyrus Leung
90db5b31e4 [Refactor] Move top-level dummy data generation to registry (#32310) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-14 02:17:46 -08:00
sangho.lee
7e6f123810 Add Molmo2 multimodal model support (#30997) 
Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-14 15:33:09 +08:00
Andreas Karatzas
9d0d7f48d5 [ROCm][CI] Handle missing vision_config in Isaac model attention patch (#32281) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-14 07:21:26 +00:00
Cyrus Leung
252c011012 [Refactor] Remove MultiModalProfiler (#32254) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 15:10:20 +00:00
Andreas Karatzas
5e714f7ff4 [ROCm][CI] Fix HuggingFace flash_attention_2 accuracy issue in Isaac vision encoder (#32233) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-12 22:33:59 -08:00
Jeremy Teboul
07286ec5a6 [Bugfix] Fix integer overflow in Gemma3n audio processing (#31657) 
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
 2026-01-10 17:52:53 +08:00
Akshat Shrivastava
e45946bd91 feature/issac 0.2 (#31550) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-01-10 03:18:05 +00:00
Matthew Bonanni
2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-09 13:10:24 -08:00
Jeremy Teboul
657e9c0e18 [Fix] Introduce audio channels spec (#31595) 
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
 2026-01-09 19:34:51 +00:00
Lucas Wilkinson
6cdf015c3c [Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-01-08 15:20:49 -08:00
Andreas Karatzas
8dd2419fa9 [CI] Skip Qwen-VL in multimodal processing tests due to flaky external dependency (#31932) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-08 02:58:01 +00:00
amitz-nv
ee21291825 [Model] Nemotron Parse 1.1 Support (#30864) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-05 13:00:14 -08:00
Isotr0py
51e38a8e30 [Misc] Enable Paligemma's PrefixLM attention mask computation (#31725) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 03:31:49 +08:00
Isotr0py
6aa5b18e1d [v1] Add encoder-only/cross attention support to Triton Attention backend (#31406) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 00:00:23 +08:00
jeremyteboul
97a01308e9 Improve HF qwen3_omni: preserve audio_sample_rate in kwargs restructuring (#29255) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2026-01-03 04:31:09 +00:00
baonudesifeizhai
d722e9e614 Add GLM-ASR multimodal support (#31436) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-31 23:12:24 +08:00
twj
bf73a3e4d7 [Bugfix][Frontend] Fix Jina reranker multimodal input compatibility (#31445) 
Signed-off-by: tianwenjing <tianwenjing@jfgenius.com>
Signed-off-by: twj <151701930+twjww@users.noreply.github.com>
Co-authored-by: tianwenjing <tianwenjing@jfgenius.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-29 01:13:18 -08:00
Isotr0py
3d024985ab [CI/Build] Ignore max transformers version for more common tests (#31401) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-27 13:06:26 +00:00
oscardev256
b7165d53c6 Feature/isaac 0.1 (#28367) 
Signed-off-by: oscardev256 <42308241+oscardev256@users.noreply.github.com>
Signed-off-by: Oscar Gonzalez <ogonzal6@alumni.jh.edu>
Signed-off-by: Yang <lymailforjob@gmail.com>
Co-authored-by: Yang <lymailforjob@gmail.com>
 2025-12-25 18:49:11 -08:00
SongHe
2d6001f491 [Model][Ernie4.5-VL] Support video metadata for timestamp rendering (#31274) 
Signed-off-by: dengsonghe <dengsonghe@baidu.com>
Co-authored-by: dengsonghe <dengsonghe@baidu.com>
 2025-12-25 14:07:15 +00:00
Cyrus Leung
aa3868ecfe [Chore] Remove unused noqas (#31263) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-24 05:38:46 -08:00
Andreas Karatzas
e42894f5b5 [ROCm][CI][Bugfix] Fix Siglip2 rotary embedding dispatch and InternVL video test tolerance (#31235) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-24 02:56:58 +00:00
Andreas Karatzas
bfa2c0bbb9 [ROCm][Bugfix] Fix RuntimeError in MMEncoderAttention by replacing .view() with .reshape() (#31203) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-23 21:48:01 +00:00
Cyrus Leung
bb62dda2c3 [Misc] Introduce encode_*_url utility function (#31208) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-23 13:45:21 +00:00
Patrick von Platen
3faa8bee57 adapt voxtral (#31095) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2025-12-23 05:31:55 -08:00
Kevin McKay
8c084de59d [Misc] Fix spelling typos in comments (#31114) 
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
 2025-12-21 21:13:14 -08:00
Lucas Wilkinson
ff2168bca3 [CI] FIx fixture 'siglip_attention_config' not found (#31053) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-20 03:46:15 +00:00
Andreas Karatzas
7b43db210c [ROCm][CI][Bugfix] Multi-Modal Model Support Fixes and Attention Backend Improvements (#30270) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-19 02:17:27 +00:00
Isotr0py
74a1ac38b0 [v1] Add PrefixLM support to TritonAttention backend (#30386) 2025-12-17 16:05:24 -08:00
Matthew Bonanni
7eb6cb6c18 [Attention] Update tests to remove deprecated env vars (#30563) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-17 09:49:59 -08:00
Roger Wang
f5f51e5931 [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
 2025-12-16 14:18:17 -08:00
Isotr0py
4de08ad698 [CI/Build] Skip broken ViT backend functionality test tempoarily (#30782) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-16 06:45:25 -08:00