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1141 Commits

Author SHA1 Message Date
Cyrus Leung
3b1d9c3156 [CI/Build] Fix memory cleanup in MM test (#39411) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-04-09 08:50:45 -07:00
lalit10
91eea72330 [Tests] Add Qwen3-VL multimodal memory leak check (#39268) 
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-04-09 04:54:46 -07:00
Ilya Boytsov
d37b378762 [Model] Update ColModernVBERT to support latest HF checkpoint (#39307) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-04-09 10:48:51 +08:00
wang.yuqi
4e2ab1861d [CI Failure] pin nomic-embed-text-v1 revision (#39292) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-08 11:43:06 +00:00
Ilya Boytsov
6e1100889e fix(test): recompute Jina ColBERT rotary inv_freq cleared by transformers v5 weight loader (#39176) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-04-07 22:40:55 +08:00
fxmarty-amd
00d7b497b3 [NVFP4] Support NVFP4 dense models from modelopt and compressed-tensors on AMD Instinct MI300, MI355X and Hopper through emulation (#35733) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-04-06 16:18:27 -06:00
bhargav-patel-29
c5e3454e5a [Model] Add support for BharatGen's Param2MoE model (#38000) 
Signed-off-by: bhargav-patel-29 <bhargav.patel@tihiitb.org>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-06 16:19:56 +08:00
liuchenbing2026
f6983f01de MiniMax-M2: add Eagle3 speculative decoding support (#37512) 
Signed-off-by: liuchenbing <chenliumail@163.com>
Signed-off-by: liucb <liuchengbao_work@163.com>
Co-authored-by: liuchenbing <chenliumail@163.com>
 2026-04-05 19:50:18 -07:00
Netanel Haber
fa9e68022d Fix Nano Nemotron VL regressions (#38655) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-04-03 15:22:06 +08:00
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
1096125073
71a9125c67 [New Model]: add support for telechat3 (#38510) 
Signed-off-by: xiayongqiang <xiayq1@chinatelecom.cn>
Co-authored-by: xiayongqiang <xiayq1@chinatelecom.cn>
 2026-04-03 08:26:22 +08:00
Nicolò Lucchesi
66e86f1dbd [Kernel] Mamba support different layout for Conv state (#37416) 2026-04-03 01:50:09 +02:00
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
bsliu
c0817e4d39 [Model] Add support for Cheers multimodal model (#38788) 
Signed-off-by: bsliu <1187291748@qq.com>
Signed-off-by: 吴炳贤 <wubingxian24@mails.ucas.ac.cn>
 2026-04-02 21:01:40 +08:00
JartX
2ce3d0ce36 [Feature] KV cache per-token-head INT8/FP8 quantization (#38378) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2026-04-02 08:13:26 -04:00
Michael Goin
db5d0719e1 [Kernel] Add MXFP8 to Marlin GEMM/MoE and refactor Mxfp8LinearOp (#34664) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-04-01 09:41:42 -07:00
Lukas Geiger
4f6eed3bd4 [Core] Simplify multimodal masking (#34246) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2026-04-01 01:18:22 -07:00
wliao2
4dfad17ed1 replace cuda_device_count_stateless() to current_platform.device_count() (#37841) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-31 22:32:54 +08:00
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
Micah Williamson
d9c7db18da [ROCm][CI] Pin test_hybrid test to TRITON_ATTN on ROCm (#38381) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-30 20:26:46 +00:00
Benjamin Chislett
494636b29d [Feat][Spec Decode] DFlash (#36847) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-30 15:03:15 -04:00
haosdent
a08b7733fd [CI] Fix SPLADE pooler test broken by #38139 (#38495) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-30 07:48:33 +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
haosdent
b2bc736b12 [CI] Fix Ernie4.5-VL initialization test (#38429) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-28 22:43:24 +08:00
Nicolò Lucchesi
44a6528028 [CI] Skip failing test (#38369) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-03-27 13:25:19 -07:00
Divakar Verma
b9dbc5c4ab [Mamba][APC] Add test case to compare apc outputs (#34977) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-03-26 16:40:35 +00:00
wang.yuqi
dcdc145893 [CI] Reorganize scoring tests (#38207) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-26 12:07:01 +00:00
Ekagra Ranjan
7b54f60db0 [Cohere] Enable Cohere-Transcribe (#38120) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
 2026-03-25 16:13:51 -07:00
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
Ilya Boytsov
8b6c6b9505 [Model] Add LFM2-ColBERT-350M support (#37528) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-03-20 14:57:57 +00:00
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
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
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
EdalatiAli
e5b807607c [Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448) 
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
 2026-03-16 18:07:39 -04:00