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136 Commits

Author SHA1 Message Date
Cyrus Leung
34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -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
Cyrus Leung
389aa1b2eb [Doc] Update more docs with respect to V1 (#29188) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-23 10:58:48 +08:00
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
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
Roman Solomatin
71d0ae1c54 [Misc] Update embedding/cross encoder tests to use mteb v2 (#27329) 
Signed-off-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-11-18 22:28:40 -08:00
Kevin H. Luu
c64c0b78de [chore] Move the rest of wikimedia url to S3 (#28921) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-18 09:44:18 -08:00
wang.yuqi
a55b64635c [Model] Allow users to control skip reading cache per request. (#28194) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-11-16 00:04:50 -08:00
Cyrus Leung
511a6b611d [Config] Clean up SchedulerConfig initialization (#28665) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-14 22:41:02 +08:00
Andreas Karatzas
9f0247cfa4 VLLM_USE_TRITON_FLASH_ATTN V0 variable deprecation (#27611) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2025-11-11 18:34:36 -08:00
Li, Jiang
7f829be7d3 [CPU] Refactor CPU attention backend (#27954) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-12 09:43:06 +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
wang.yuqi
4464723f22 [Frontend][Doc][5/N] Improve all pooling task | Polish encode (pooling) api & Document. (#25524) 
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: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-30 12:13:05 +00:00
wang.yuqi
3729ed00ba [Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +08:00
Luciano Martins
e05a6754a8 [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
 2025-10-22 10:05:34 -07:00
Cyrus Leung
8c017b3490 [Model] Always use Transformers backend for PaliGemma and Gemma3-MM (#26715) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 05:03:35 +00:00
wang.yuqi
f54f85129e [Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
Isotr0py
8e67b2557a [Bugfix] Fix out of bound index issue for Jina-embedding-v3 RoPE with cuda graph (#26687) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-13 03:21:48 -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
gjgjos
18ed7746ea [Feature] Add support for naver/splade-v3 (BERT-based sparse embedding model) (#26339) 
Signed-off-by: gjgjos <gjgjos@naver.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-12 17:00:52 +00:00
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
Isotr0py
045b396d09 [Bugfix][CI/Build] Fix failing Mteb CI (#26638) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-12 02:42:42 -07:00
Cyrus Leung
0f29dca988 [CI/Build] Fix model nightly tests (#26466) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-08 23:44:16 -07:00
wang.yuqi
e39dc46f8f [CI] Pooling models mteb test disable enforce_eager (#26408) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-08 12:15:36 +00:00
antrec
6f59beaf0b [Model] Add support for ModernBertForTokenClassification (#26340) 
Signed-off-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Signed-off-by: antrec <antoine.recanati@gmail.com>
Co-authored-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-07 14:29:19 +00:00
Harry Mellor
6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Stan Wozniak
ea507c3a93 [V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) 
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-04 06:34:22 +02:00
Thomas Parnell
0e93ac0b3a [CI] Fix distributed hybrid tests in CI (#26155) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-03 09:14:18 +00:00
Thomas Parnell
a903669e10 [V1] Remove V0 code paths for Hybrid models (#25400) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-09-23 08:26:13 -07:00
Woosuk Kwon
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Harry Mellor
058525b997 Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
Andrew Sansom
9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
wang.yuqi
5f696c33b1 [New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
Asaf Joseph Gardin
66072b36db [Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-18 12:21:17 +00:00
Woosuk Kwon
759ef49b15 Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
afeldman-nm
c8c42597ab [CI] Speed up model unit tests in CI (#24253) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-09-12 10:36:50 -07:00
Li, Jiang
59d5d2c736 [CI/Build] Skip prompt embeddings tests on V1-only CPU backend (#24721) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-12 18:51:01 +08:00
wang.yuqi
d21a36f5f9 [CI] Add ci_envs for convenient local testing (#24630) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-12 08:52:25 +00:00
Andrew Sansom
ddcec289c7 Fix implementation divergence for BLOOM models between vLLM and HuggingFace when using prompt embeds (#24686) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-12 04:35:48 +00:00
Maximilien de Bayser
e090b7b45b Enable conversion of multimodal models to pooling tasks (#24451) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-09-12 03:30:41 +00:00
wang.yuqi
fd1ce98cdd [CI] Split mteb test from Language Models Test (#24634) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-11 06:37:51 -07:00
Russell Bryant
37e8182bfe [v1] Add Whisper model support (encoder-decoder) (#21088) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2025-09-10 13:53:35 -07:00
wang.yuqi
bd98842c8a [CI] Add PPL test for generation models (#24485) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-10 06:16:39 -07:00
Remy
feaf202e93 [Bugfix] Guard _may_reorder_batch for encoder-only models on CPU (#24319) (#24348) 
Signed-off-by: Remy <eunhwan.shin@dtonic.io>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-09-10 14:24:42 +08:00
wang.yuqi
19332c0479 [Model] Systematic support for fp32 head, pooling models part (#23810) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-09 07:29:50 -07:00
Didier Durand
46876dff32 [Doc]: fixing typos to improve docs (#24480) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 23:06:04 -07:00
Cyrus Leung
948dd3443b [Bugfix] Fix Apertus HF repo name (#24447) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-08 21:40:29 -07:00
wang.yuqi
6d6c6b05d3 [New Model]: google/embeddinggemma-300m (#24318) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-05 22:58:36 -07:00
nopperl
fa4311d85f [V1] v1 engine + full CUDA graph support for PLaMo2 (#23998) 
Signed-off-by: Hemmi Shinichi <shemmi@preferred.jp>
Signed-off-by: nopperl <54780682+nopperl@users.noreply.github.com>
Co-authored-by: Hemmi Shinichi <shemmi@preferred.jp>
Co-authored-by: Thomas Parnell <tom.parnell@gmail.com>
 2025-09-03 08:24:02 -07:00