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71 Commits

Author SHA1 Message Date
Zhengxu Chen
6173682b6e [compile] Include enable_sleep_mode into caching factors. (#29696) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-11-29 07:58:38 +08:00
wang.yuqi
f4b76056ee Improve enable chunked_prefill & prefix_caching logic. (#26623) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-27 22:05:48 -08:00
Injae Ryou
0840abdd24 [BugFix] Optional tokenizer argument when loading GGUF models (#29582) 
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-27 16:53:10 +00:00
Matthew Bonanni
fc1d8be3dc [Attention] Update attention imports (#29540) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-27 11:19:09 -05:00
Morrison Turnansky
0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Zhengxu Chen
0abc79482a [caching] Add enable_prompt_embeds and cpu_offload_gb to compile hashes. (#29435) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-11-25 21:46:41 +00:00
Harry Mellor
a1f2676879 Scheduled removal of override_pooler_config and disable_log_requests (#29402) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-25 16:08:57 +00:00
Injae Ryou
794029f012 [Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137) 
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-25 14:28:53 +00:00
Isotr0py
92effb07a4 [Model] Add HunyuanOCR support (#29327) 
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-25 03:28:51 +00:00
Maryam Tahhan
87185c88d5 [Bugfix] Make deprecated --task embedding consistent with `--runner… (#29312) 
Signed-off-by: Maryam Tahhan <mtahhan@redhat.com>
 2025-11-25 03:19:52 +00:00
Julien Denize
57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-11-21 13:58:59 -08:00
Cyrus Leung
d7219bcda3 [Misc] Move dynamic seed initialization to EngineArgs (#29165) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-21 15:27:44 +00:00
Isotr0py
64192d5624 [Bugfix] Revert custom attention mask for gemma3-mm (#28995) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-20 13:23:22 +08:00
Harry Mellor
a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
vnadathur
1ffe934c8a [torch.compile] caching of config fields should be opt-out by default (#26468) 
Signed-off-by: vnadathur <glvikramn@gmail.com>
Signed-off-by: WorldExplored <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: WorldExplored <srreyansh.sethi@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+worldexplored@users.noreply.github.com>
Co-authored-by: vnadathur <236933696+vnadathur@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-19 06:13:54 -08:00
Tova Movshovitz
ba558c029a [config] Expose get_total_num_hidden_layers() in ModelConfig (#28961) 
Signed-off-by: tovam <tovam@pliops.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-19 11:37:11 +00:00
Li, Jiang
20852c8f4c [CPU] Refactor CPU WNA16 (#28826) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-19 10:32:00 +08:00
Luciano Martins
c2612371ad [Model] Add Gemma3 GGUF multimodal support (#27772) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 08:56:29 -08:00
Harry Mellor
5f3cd7f7f2 [Docs] Update the name of Transformers backend -> Transformers modeling backend (#28725) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-14 16:34:14 +00:00
Jingchun Gao
4516d44b7f [DCP] Support Decode Context Parallel (DCP) for GQA with Flashinfer (#25438) 
Signed-off-by: gaojc <1055866782@qq.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: gaojingchun (A) <g00955623@china.huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
 2025-11-14 11:24:10 +00:00
Harry Mellor
b230286fbc Fix get_num_experts when config sets it explicitly to None (#28652) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: bruceszchen <bruceszchen@tencent.com>
 2025-11-13 16:02:42 +00:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
4ca5cd5740 [Core][AMD] Migrate fully transparent sleep mode to ROCm platform (#12695) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
 2025-11-12 15:24:12 -08:00
Thomas Parnell
64d57c3be7 [Model] [Config] Correctly identify granite-4.0-micro as non-hybrid model (#28563) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-11-12 18:17:55 +00:00
Matthew Bonanni
b30dfa03c5 [Attention] Refactor CUDA attention backend selection logic (#24794) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-11 07:40:44 -05:00
Harry Mellor
2f1cc8cef1 Remove deprecated --rope-scaling and --rope-theta (#28006) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-04 18:01:56 +00:00
yt0428
05cae69f0f [model] Add support for openPangu_Ultra_MoE (#27521) 
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 08:17:20 -08:00
Asaf Joseph Gardin
00b31a36a2 [V1] [Hybrid] Mamba1 Automatic Prefix Caching (#26377) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-11-02 04:16:23 -08:00
Paul Zhang
e7acb20076 [Feature] Batch invariant torch.compile (#27660) 
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-30 13:11:29 -07:00
Zhiyuan Li
4e68cc9b6a [Model] Introduce Kimi Linear to vLLM (#27809) 
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
 2025-10-30 21:02:27 +08:00
wangxiyuan
af826e0820 [V0 deprecation] Remove VLLM_USE_V1 usage in config module (#27784) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-30 09:42:49 +00:00
Cyrus Leung
f5710ef02a [Misc] Make LayerBlockType a Literal instead of Enum (#27658) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-28 16:23:35 +00:00
Zhengxu Chen
259504e147 [compile] Add enable_prompt_embeds to compile hash. (#27285) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-28 20:46:03 +08:00
Matthew Bonanni
44b5ce956d [Bugfix] In LongRoPE, decide short vs long based on max_model_len (#27431) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-28 12:00:56 +00:00
Cyrus Leung
6ebffafbb6 [Misc] Clean up more utils (#27567) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 15:30:38 +00:00
Asaf Joseph Gardin
9273754222 [Hybrid] Added supports_mamba_prefix_caching Protocol (#27339) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-10-27 13:05:20 +00:00
Shanshan Shen
a3e8611da5 [Bugfix] Limit the default value of max_model_len when it is not specified by users (#27556) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-10-27 10:16:20 +00:00
Harry Mellor
1f9460c4c1 Fix pooling adapters for Transformers backend (#27338) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-23 20:23:55 -07:00
Russell Bryant
58fab50d82 [Frontend] Require flag for loading text and image embeds (#27204) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 15:52:02 +00:00
Roger Wang
c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-10-21 00:30:10 -07:00
Isotr0py
6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Cyrus Leung
4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
Harry Mellor
fb5e10d3fb Refactor Transformers backend to use mixins (#26906) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 21:50:39 +00:00
Bram Wasti
b2f78cbad4 [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-10-16 21:40:25 +00:00
Bram Wasti
7d8975de84 Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
wangxiyuan
8f4b313c37 [Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
Jaya Yuan
ea97940d6c [DCP] Support Decode Context Parallel (DCP) for GQA with FlashAttention (#24864) 
Signed-off-by: yuanyongjie.yyj <yuanyongjie.yyj@antgroup.com>
Signed-off-by: FENP <32334296+FENP@users.noreply.github.com>
Signed-off-by: Jaya Yuan <yuanyongjie.yyj@antgroup.com>
 2025-10-14 13:07:50 +00:00
Cyrus Leung
9c4cb68339 [Chore] Remove SupportsV0Only interface and update supported models docs (#26783) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-14 04:55:10 -07:00
wang.yuqi
767c3ab869 [Model][0/N] Improve all pooling task | clean up (#25817) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-13 16:44:50 +08:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Michael Goin
c6873c4e6d [UX] Support nested dicts in hf_overrides (#25727) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-07 11:19:16 +08:00