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833 Commits

Author SHA1 Message Date
Varun Sundar Rabindranath
7b80cd8ac3 [Docs] Add Phi-4-reasoning-vision to supported models + examples (#39232) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2026-04-08 02:02:26 +00:00
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
Fynn Schmitt-Ulms
fa246d5231 Fix shape comment in extract_hidden_states example (#38723) 
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
 2026-04-01 07:29:33 -07:00
liuzhenwei
0c63739135 [EPD] update EPD script arguments (#36742) 
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
 2026-03-31 12:02:09 +00:00
Maosheng Liao
aae3e688f8 Fix document of torchrun_example.py (#31113) 2026-03-31 10:54:23 +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
Matej Rojec
2908094567 Add /v1/chat/completions/batch endpoint for batched chat completions (#38011) 
Signed-off-by: Matej Rojec <64556640+MatejRojec@users.noreply.github.com>
 2026-03-26 12:13:33 +08:00
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
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
Aaron Hao
4ee847e400 Comment fix for async rl example (#35244) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
 2026-03-19 19:46:07 +00:00
Aaron Hao
5f82706a21 [BUG] Exclude SKIP_TENSORS from get_layer_size() + new weight sync example for dpep (#37334) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-03-19 00:45:10 +00:00
Aaron Hao
47a1f11bff [docs] Add docs for new RL flows (#36188) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-18 09:04:26 +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
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
rasmith
0024f39a32 [ROCm][P/D][MORI][BugFix] Add transfer_id for moriio_connector so moriio_connector to restore P/D functionality (#34907) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-03-16 10:36:51 +08:00
Kunshang Ji
53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
sfeiqiang
8cb24d3aed [KV Connector] Support using FlexKV as KV Cache Offloading option. (#34328) 
Signed-off-by: phaedonsun <phaedonsun@tencent.com>
Co-authored-by: phaedonsun <phaedonsun@tencent.com>
 2026-03-12 00:46:20 -07:00
Hongxin Xu
bea02cdf93 Fix routed experts capture for hybrid models (Mamba + Attention) (#35744) 
Signed-off-by: arlenxu <arlenxu@tencent.com>
Signed-off-by: xhx1022 <1737006628@qq.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
 2026-03-11 08:53:10 -07:00
Silvia Colabrese
f33251ffc8 [Bugfix] Fix Mistral-small --format (#36782) 
Signed-off-by: 12010486 <silvia.colabrese@intel.com>
 2026-03-11 04:47:52 -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
Harry Mellor
c88510083b Fix Qwen2.5-VL test for Transformers v5 (#36532) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 12:05:34 +00:00
wang.yuqi
dcf8862fd4 [Examples][1/n] Resettle basic examples. (#35579) 
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>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:22:53 -07:00
Harry Mellor
a0f44bb616 Allow markdownlint to run locally (#36398) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:05:24 -07:00
Cyrus Leung
de00ebeac4 [Bugfix] Fix simple Mistral-Small example (#36156) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-05 20:25:11 -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
Kunshang Ji
66a2209645 [Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-05 10:36:39 +00:00
Dr Alex Mitre
3417ba5648 docs: add README for logits_processor examples (#35933) 2026-03-04 17:09:19 +00:00
Qi Wang
6aa6ad8992 [BugFix] Fix implicit and incorrect assumption on ECConnector is_producer (#34783) 
Signed-off-by: Qi Wang <qiwa@nvidia.com>
 2026-03-04 15:01:30 +01:00
Kunshang Ji
16d2ad1d38 [Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-04 09:49:47 +00:00
Andreas Karatzas
f7da9cdffc [ROCm][CI] Support async weight transfer example with platform-aware determinism (#35710) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-04 09:44:14 +08:00
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
Aaron Hao
cad21918e3 [BUG] Fix rlhf_async example (#35788) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-03-02 20:36:40 +00:00
Fynn Schmitt-Ulms
9433acb8df [Spec Decode] Add hidden states extraction system (#33736) 
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
 2026-03-02 14:29:09 -05:00
Aaron Hao
2ce6f3cf67 [Feat][RL][2/2] Native Weight Syncing API: IPC (#34171) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-02-27 13:45:21 -07:00
Tyler Michael Smith
eb19955c37 [WideEP] Remove pplx all2all backend (#33724) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-26 14:30:10 -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
Aaron Hao
596ed1f02e [RL] Validation for pause_mode='keep' (#34992) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-02-23 16:30:56 -05:00
Athrael Soju
970861ac0c [New Model] Add ColModernVBERT (#34558) 
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Signed-off-by: athrael-soju <athrael-soju@users.noreply.github.com>
 2026-02-22 12:23:41 +08:00
Nicolò Lucchesi
ab6f3487a6 [PD] Change kv_load_failure_policy Default from "recompute" to "fail" (#34896) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-21 01:34:57 -08:00
zhongdaor-nv
a0fe7ea2f0 [feat] Add per-block extra_keys to KV events (#33304) 
Signed-off-by: zhongdaor-nv <zhongdaor@nvidia.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-20 20:11:40 -08:00
Kata Coder
5719a4e4e6 [Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
 2026-02-20 20:01:40 -08:00
Vlad Tiberiu Mihailescu
e739c29ea4 [CI/Build] Add opentelemetry libs in default vllm build (requirements/common.txt) (#34466) 
Signed-off-by: Vlad Mihailescu <vtmihailescu@gmail.com>
 2026-02-20 19:54:55 -08:00
junuxyz
c61a98f529 [CI][BugFix] ShellCheck cleanup to remove baseline and preserve runtime behavior (#34514) 
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
 2026-02-17 12:22:56 +00:00
ChenqianCao
ad65177a19 [Bugfix] Fix 'remove_instance_endpoint' method logic in disagg_proxy_demo (#32922) 
Signed-off-by: ChenqianCao <39755070+ChenqianCao@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-17 10:06:53 +00:00
Christian Pinto
6930becd45 (bugfix): Fixed encode in LLM entrypoint for IOProcessr plugin prompts (#34618) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
 2026-02-16 07:33:55 -08:00
Christian Pinto
342a7cda2d [Misc] Update tests and examples for Prithvi/Terratorch models (#34416) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 23:03:51 -08:00
Kata Coder
d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00